Considering on how to further enhance your personal brand as an professional? Be part of a culture that provides you an endless opportunity to thrive.

Widely recognised as a Leader of Transformation in the accounting industry, Precursor is one of the top 30 accounting firms in Singapore offering audit, tax, accounting and advisory services to over 600 local and multinational enterprises across diverse industries.

Our commitment towards quality and innovation excellence has won us many accolades, including Winner of Best Practice Award in 2018 and Innovation Award in 2016 during the Singapore Accountancy Awards. We are also the only accounting firm to be accredited as People Developer by Enterprise Singapore for our relentless drive towards Business Excellence in People Development.

We always put our people first and strive to serve every client with distinction. Our engagement with every client represents the start of a long lasting relationship, through which we firmly hold on to our values of Mutual Respect, Integrity, Commitment and Excellence.

Take a peek at every milestone we’ve accomplished over the years here:

https://www.precursor.com.sg/en/about-precursor/our-milestones/

What are you waiting for? Come join our inspiring journey!

Responsibilities & Scopes:

• Assisting the Business Development Senior on new client leads and answer queries to new and existing clients.
• Actively engage the clients for cross-selling of the Group’s services in 8 markets of Asia Pacific
• Responsible for effective management of new leads, new client onboarding, conducting customer due diligence and KYC works for the Company
• Assist the team in developing channels of sales leads
• Assist the team on capturing new corporate partnerships through various modes such as events, networking sessions, and ongoing relationship management of existing corporate partners.
• Assist the team on data analysis and helps on detailed report for new business opportunities as and when required.

Qualifications:

• A recognized University Degree or a Diploma
• Is self-motivated and enterprising
• Have an outgoing personality and loves communicating with people
• Able to present and articulate well in both written and verbal communications
• Able to work well with colleagues across functions and jurisdictions
• Relevant past experiences in the corporate & professional, accounting, taxation, secretarial services, etc would be advantageous but not required.

• Liaise with clients about the nature of the research to be carried out
• Design and manage a research project independently
• Programming of SPSS templates, syntaxes for capturing of data, excel macros
• Creating a data coding frame / coding
• Manage and execute analysis type projects (e.g. when data is provided by client / data-mining in big data)
• Data analysis based on project specifications (e.g. cross-tabulations, custom-tables, pivot tables, significance testing, multivariate analysis, matrix analysis, discriminant analysis, parametric and non-parametric tests etc.)
• Data cleaning and vetting
• Prepare and finalise reports for both qualitative and quantitative in PowerPoint / Word / Excel

Job Requirements

• Bachelor degree in Business, Science or Social Sciences
• Applicants with diploma and related experience may apply
• Organization skills, aptitude to work in teams to meet deadlines
• Good analytics skills and aptitude for data
• Proficiency in Microsoft Office (Excel, Power-point), experience with SPSS is an advantage.
• Knowledge of data analysis (statistics and/ or econometrics)

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

• Code development.
• Database management.
• Data analysis and visualizationd.
• Experiment design and implementation.
• Software documentation.
• Meeting arrangementg.
• Presentation.
• Report writing.

• Minimum Bachelor's degree in Computer Science, Information Technology, Information Systems or closely related disciplines.
• Relevant research experience is preferred.
• Proficiency in programming in Python and related packages.
• Knowledge in large language models, databases (including SQL), NLP, and machine learning.
• Experience with research works is preferred.
• Good analytical, technical and problem-solving skills.
• Applicants with research publications in AI or NLP area will be advantageous.
• Self-motivated individual who can work independently and also collaboratively with team members.

#LI-JN2

The Lee Kong Chian School of Business (LKCSB) at Singapore Management University (SMU) invites applications for Associate Professor tenured/tenure-track faculty positions in Operations Management (OM). A Ph.D. in OM or a closely related field is required. While the positions are open for any candidate with research interests in broad domains of OM, those specializing in analytics (AI, machine learning), entrepreneurship, or sustainability are specifically encouraged to apply.

LKCSB is a vibrant and culturally diverse business school, located in the heart of downtown Singapore, with approximately 5,500 students and over 100 full-time faculty members. The school offers a wide array of undergraduate and postgraduate programs, including Ph.D, MBA, EMBA, MSc, DBA, as well as executive education. The OM group at LKCSB consists of 23 faculty members with diverse research expertise with strong publication record.

LKCSB provides internationally competitive remuneration, generous research support and conference funding. International faculty are offered housing and schooling subsidy as well as relocation assistance. The teaching load for pre-tenure faculty is two courses per academic year during their initial four-year contract, three courses per academic year during the second four-year contract (if renewed) and after tenure. Tenured faculty members with exceptional research performance are also eligible for reduced teaching loads.

All applications should be submitted using the following link:

Job Description (2400007F) - Tenure-Track Faculty Position (Operations Management)

Applicants should include a full CV, up to three selected publications or working papers, and a cover letter. Applicants for pre-tenure positions should also include research and teaching statements. Shortlisted candidates will be asked to provide three reference letters, which referees will be requested to send directly to the school.

Job responsibilities/duties:

The role will support the Senior Portfolio Manager in managing, executing, and monitoring the macro portfolio within the specified risk limits. Additionally, the candidate will be responsible for trading macro products, providing market insights, and assisting in portfolio optimization, with a focus on Emerging Markets and Asia.

Qualifications:

· At least 1 year of proven track record in macro trading, with expertise in trading macro products such as futures, FX, Interest Rates, Bonds and swaps.

· Candidates with non-linear options trading experience are preferred, though those with a linear macro trading background will also be considered.

· Knowledge of coding in VBA and Python would be advantageous.

Min years of experience (overall industry)

At least 5 to 10 years of relevant macro trading experience at a buy-side hedge fund or sell-side firm.

Any other skillset and requirement

Strong analytical and problem-solving skills with attention to detail, along with the ability to work independently and collaboratively in a team environment.

Preferred field of study/education

Master's or Bachelor's degree in Economics, Quantitative Finance, Financial Engineering, Mathematics, Statistics, Computer Science, or a related field.

Min – Max monthly salary range

Between SGD 15,000 to SGD 20,000+

Regal Law LLC is a mid-size law firm with six (6) lawyers. We specialize in Criminal and Civil litigation. We have a strong team of lawyers who provide formidable and reliable legal support to our clients.

Our client base is growing due to our clients’ trust in us. We need capable individuals who can work with us to provide continued and reliable support to our clients.

We provide a conducive work environment which offers ample opportunity for professional growth. We believe in long term commitments and are committed to provide our staff with the work-life balance that enriches their stint with us.

Requirements:

· 3 years' post-qualification experience (PQE)

· Law degree from a recognized local or foreign institution (under the Legal Profession Act)

· Excellent analytical, communication, and writing skills

· Passion for litigation and team collaboration

As a Senior Associate, you will work closely with our members of the team, contributing to high-profile cases and developing your expertise.

To apply, please submit a Cover letter and Detailed resume to [email protected]

Only shortlisted candidates will be notified.

Job Highlight

• Working hours : 5 Days Work Week
• Salary (commensurate with experience) : TBD
• Duration : Permanent
• Industry : Law firm specialising in various areas of practice such as Criminal, Family and Civil Litigation

Requirements:

• Minimum of 3 years' PQE
• Excellent legal knowledge, research capabilities and drafting skills
• Ability to work well in a team

Position Overview:

We are actively recruiting dynamic and motivated Sales Representative/Associate to become part of our client’s expanding team. The ideal candidates will be instrumental in driving sales, connecting with customers, and managing various sales activities, including telecalling, door-to-door marketing, and digital promotions.

Primary Responsibilities:

• Handle incoming calls and address customer inquiries promptly.
• Follow up on quotes and leads while scheduling meetings with clients.
• Conduct telecalling with existing customers to arrange meetings and discuss promotional offers.
• Prepare sales orders, coordinate courier services, and oversee delivery timelines.
• Create and implement promotional campaigns targeting current customers.
• Engage in outdoor and door-to-door marketing initiatives.
• Manage social media marketing and execute email campaigns (EDMs).
• Enhance the sale of current inventory through innovative promotions.

Qualifications We Are Seeking:

• Exceptional communication skills with a strong customer service orientation.
• Ability to work collaboratively within a team environment.
• A positive, proactive mindset with a readiness to learn and adapt.
• Strong organizational skills and keen attention to detail.
• Initiative in identifying new opportunities and sales avenues.
• Previous experience in sales or marketing is advantageous but not mandatory.

Why Join This Team?

• Experience growth in a fast-paced, dynamic environment.
• Be part of a collaborative culture that emphasizes continuous learning.
• Seize the opportunity to enter and thrive in the IT industry.

How to Apply:

Please submit your CV and cover letter via the CareersFuture portal or email your resume to [email protected]

Only shortlisted candidates will be contacted. We look forward to exploring your potential!

By submitting your personal data and/or resume, you consent to us collecting, using, retaining, and disclosing your personal information to prospective employers for their consideration.

Tan Chee Beng | EA Reg No: R24121894

• Reports to Contact Centre Team Lead
• Handle customer service hotline and provide first level of supports from OMNI Channels
• Resolve customer queries efficiently and escalate problems/issues promptly.
• Follow Standard operating procedures closely.
• Work as a team and ensure that the contact centre service level is met

Requirements:

Diploma / NITEC / GCE ‘O' Level or equivalent

Minimum C5 for English O level

Preferably with 1 to 2 years of working experience in call centre environment and/or service related industry

Special Knowledge or Skills:

Pleasant disposition with good communication skills

Fluency in a second language

Computer literate and good typing skills

Working Hours:

a) 9.00am to 6.00pm (Monday to Friday) and

b) 8.20am to 5.20pm (Monday to Friday), 8.20am to 1pm (Alternate Saturday).

How To Apply:

Please submit your LATEST resumes to [email protected] with the following details in MS Word format:

- Position applying for
- Current/Last remuneration
- Expected remuneration
- Notice period

We regret that only shortlisted candidates will be notified.

Lee Keck Ying | EA License No : 06C4642 | EA Reg No : R1877544

Responsibilities:

1. Recruitment of internship, scholarship applicants and international awards applicants through various school portals.

2. Processing of student allowances, calculation of no-pay-leave and data entry into HRIS system.

3. Management of scholar’s requests and claims on conferences, airfare, accommodation, medical and health insurance.

4. Management of scholar’s submission on exams results and thesis.

5. Verification of tuition fees billed by local and overseas universities.

6. Collation and management of students and scholars P-files documents.

7. Generation of reports for analysis of trends.

Requirements:

1. 1 to 2 years of relevant working experience in HR and/or administration

2. Diploma and above

3. Good written and communication skills

4. Able to multitask and is Tech Savy

5. Quick learner and a team player

6. Meticulous in record keeping.

7. Able to work independently.

8. Able to multi-task and manage the workload during peak periods and work closely with the team as backup resources for timely delivery of services.

9. Prior experience with SAP is an added advantage.

To Apply:

Please submit your LATEST resumes to [email protected] with the following details in MS Word format:

- Position applying for
- Current/Last remuneration
- Expected remuneration
- Notice period

We regret that only shortlisted candidates will be notified.

Lee Keck Ying | EA License No : 06C4642 | EA Reg No : R1877544

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

• Design and implement AI for software engineering solutions.
• Conduct evaluations and/or user studies to validate the effectiveness of algorithms and solutions.
• Write and publish research papers and present them to reputable academic conferences.
• Package the documents, implementation code, evaluation results for release.
• Liaise with other team members.

• PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines.
• Excellent research experience, evidenced by at least 5 first-authored publications in major/top software engineering conferences and journals, including at least 2 in top-tier publication venues.
• Excellent knowledge about AI for Software Engineering.
• Highly fluent in Python.
• Highly competent in designing and implementing algorithms and data structures.
• Excellent analytical, technical and problem-solving skills.
• Self-motivated individual who can work independently and collaboratively with team members.
• Able to work under strict deadlines.

#LI-JN2

Duties:

1) Manage general enquiries of inbound calls and online enquiries

2) Handle any other hotline administrative functions

Requirements:

• Diploma / NITEC / GCE ‘O' Level or equivalent

• Minimum C5 for English O level

• Preferably with 1 to 2 years of working experience in call centre environment and/or service related industry

Special Knowledge or Skills:

• Ability to communicate fluently in English and a Second Language

• Computer literate and good typing skills

To Apply:

Please submit your LATEST resumes to [email protected] with the following details in MS Word format:

- Position applying for
- Current/Last remuneration
- Expected remuneration
- Notice period

We regret that only shortlisted candidates will be notified.

Lee Keck Ying | EA License No : 06C4642 | EA Reg No : R1877544

AccAssurance LLP

About the Company

We are a fast growing and dynamic boutique public accounting firm providing accounting, assurance, corporate secretarial, tax and business advisory services. We are also approved training employers under the ACCA, ICAEW and SCA Schemes.

In AccAssurance, we believe in supporting and helping our staff to become competent and effective in their work. We also believe that it is possible to achieve work life balance through sufficient planning and tapping on technology to do things more efficiently.

You can look forward to a challenging, yet satisfying and practical experience in our public accounting practice as our staff get to take on and experience other job roles to build their professional skill-sets beyond those of a traditional accountant.

We are located at Rochor area. Visit www.accassurance.com.sgfor more information about us.

Audit Assistant / Associate

Job Description:

• Work on audit and related assignments under the supervision of audit seniors, managers, and partners, to ensure that these assignments are executed, documented and concluded based on the relevant professional standards.
• Assist in the preparation of reports and schedules that are to be delivered to the clients and other external parties.
• Harness technology to gather and analyze data
• Work as a team member by sharing responsibilities, providing support and maintaining communication with colleagues on an effective and efficient basis.
• Develop and maintain professional relationships with clients.
• Act in accordance with professional standards when providing assurance services

Job Requirements:

• Degree in Accountancy or a professional qualification under the ACCA and ICAEW schemes
• Proactive, committed and a team player
• Possess initiative and ability to work independently
• No experience required

Benefits:

• Approved Training Organisation (ATO) by ACCA & SCAQ
• Flexible Working Arrangements (FWA)
• Training you to become a professional auditor/ accountant/ business advisors through on the Job trainings
• Challenging and fulfilling career growth
• Dynamic working practices and environment
• Unlimited pantry access (while stock last)

Write in to us with your latest resume, expected salary and attach a recent photograph to [email protected]

We regret that only short-listed candidates will be notified.

AccVisory Pte Ltd

About the Company

We are a fast growing and dynamic boutique public accounting firm providing accounting, assurance, corporate secretarial, tax and business advisory services. We are also approved training employers under the ACCA, ICAEW and SCA Schemes.

In AccVisory, we believe in supporting and helping our staff to become competent and effective in their work. We also believe that it is possible to achieve work life balance through sufficient planning and tapping on technology to do things more efficiently.

Over the years, we have incorporated new technologies, such as robotic process automation (RPA) into our work areas so as to get ourselves future-ready for opportunities in professional services afforded through digitalisation.

Working here gives you an opportunity to acquire new and emerging skill-sets, such as digitalisation, accountancy advisory or data analytics that are associated with the evolving role of an accountant.

You can look forward to a challenging, yet satisfying and practical experience in our public accounting practice as our staff get to take on and experience other job roles to build their professional skill-sets beyond those of a traditional accountant.

We are located at Rochor area. Visit www.accvisory.com for more information about us.

Accounts Assistant / Associate

Your professional designations are as follows:

i. Accounts Assistant -> Corporate Services Executive

ii. Associate -> Corporate Services Senior Executive

Job Description:

With supervision from the senior, managers and partners, your primary focus is to ensure that the accounting, corporate secretarial, tax and related assignments are executed based on the relevant professional requirements.

You will have the opportunity to use of robotic process automation (RPA) technology to prepare reports and schedules that are to be delivered to the clients and other external parties.

You shall be responsible to prepare the following deliverables for clients and other external stakeholders:

1. Full set of management accounts, unaudited financial statements or consolidated financial statements and business activity reports
2. Perform financial accounting and corporate reporting activities;
3. Prepare and submit GST return and tax computations

You will also contribute as a team member, assuming shared responsibilities, providing support and managing effective communication with fellow colleagues on a regular basis.

Finally, you are responsible for developing and maintaining professional relationships with clients.

Job Requirements:

● Diploma/Degree in Accountancy or a professional qualification under the ACCA, ICAEW and SCA schemes

● Proactive, committed and a team player

● Possess initiative and ability to work independently

● No experience required

Benefits:

● Approved Training Organisation (ATO) by ACCA & SCAQ

● Flexible Working Arrangements (FWA)

● Training you to become a professional auditor/ accountant/ business advisors through on the Job trainings

● Challenging and fulfilling career growth

● Dynamic working practices and environment

● Unlimited pantry access (while stock last)

Write in to us with your latest resume, expected salary and attach a recent photograph to [email protected]

We regret that only short-listed candidates will be notified.

Our bodies and environment all depend on water, it is the building block that supports all life. Water issues are becoming increasingly prominent as we struggle with disparity between water availability and demands, water pollution, and competition for limited water resources. At Jacobs, we recognize these challenges and our engineers, scientists, and planners are working together with clients to find the right solutions to their water challenges.

We are looking to hire a full-time Associate Quantity Surveyor to be part of our Singapore Water team based at the Singapore Office. Duties shall include:

• Working with the Project Manager(s), Contracts Manager, and other assigned leads in the contract administration of ongoing projects, mainly in various areas of Water projects; which includes water treatment plant, canal improvement works, conveyance pipelines, and coastal adaptation studies.
• Prepare and review of tender documents, contracts, and bills of quantities.
• Prepare reply to tender queries raised by tenderers and issue corrigendum to tender document during tendering period.
• Involved in tender evaluation including comparison of BQ prices of tenderers and prepare tender clarification letters for the shortlisted tenderers.
• Review, understand and communicate the Contract requirements to the Project Manager and the delivery team.
• Provide support on the general administration of contracts including drafting replies to the contractor’s general correspondence and notices of claims.
• Ensure correct administrative processes are put in place for management of change controls, early warning, compensation events, changes to scope of works, payment.
• Handle procurement and liaison with sub-consultants and suppliers.
• Assess and certify the various claims including progress payment claims, variation claims, extension of time and loss and expense claims.
• Prepare and finalise variation orders and final accounts for the contracts assigned.
• Prepare cash flows and perform monthly cost reporting and tracking of ongoing jobs.
• Support the Project Manager in resolving commercial issues with the Client and Contractor and implement strategies to avoid litigation / claims.
• Perform quantity take off and support on cost estimates.
• Attend various meetings, on-site BQ verifications and quality checks.

To be a successful candidate you shall possess:

• Bachelor Degree in Quantity Surveying, with a minimum of 8 years of Quantity Surveyor working experience in infrastructure projects in Singapore. Consultancy experience will be an added advantage.
• Knowledge in PSSCOC.
• High proficiency in MS Excel. Basic skills in CAD/BIM software for quantity take-off will be an added advantage.
• Ability to work independently, as well as in a team.

Jacobs. A world where you can.

From our inclusive employee networks, to our positive mental health champions – we’re committed to driving a culture of caring where you can be you. Joining Jacobs not only connects you locally but globally - and together, our diverse perspectives and unique backgrounds power our collective strength. We collaborate and share! By supporting one another, we all succeed. With safety and flexibility always top of mind, we’ve gone beyond traditional ways of working so you have the support, means and space to maximise your potential.

You’ll uncover flexible working arrangements, benefits and opportunities to do good too – from participating in our global giving and volunteering program, to exploring new and inventive ways to help our clients make the world a better place. No matter what drives you, you’ll discover how you can cultivate, nurture and achieve your goals – all at a single global company.

Please note: If you are being represented by a recruitment agency you will not be considered, to be considered you will need to apply directly to Jacobs. Jacobs complies with the Tripartite Guidelines on Fair Employment Practices (TGFEP), including the prevailing guidelines on recruitment. All qualified applicants will be considered for the position regardless of age, race, religion, language, nationality, marital status, or family responsibilities.

#ASIAID #ASIAWater

AccAssurance LLP

About the Company

We are a fast growing and dynamic boutique public accounting firm providing accounting, assurance, corporate secretarial, tax and business advisory services. We are also approved training employers under the ACCA, ICAEW and SCA Schemes.

In AccAssurance, we believe in supporting and helping our staff to become competent and effective in their work. We also believe that it is possible to achieve work life balance through sufficient planning and tapping on technology to do things more efficiently.

You can look forward to a challenging, yet satisfying and practical experience in our public accounting practice as our staff get to take on and experience other job roles to build their professional skill-sets beyond those of a traditional accountant.

We are located at Rochor area. Visit www.accassurance.com.sg for more information about us.

Tax Assistant / Associate

Your professional designations are as follows:

i. Tax Assistant -> Corporate Services Executive

ii. Tax Associate -> Corporate Services Senior Executive

Job Description:

• Work on tax and related assignments under the supervision of seniors, managers and partners to ensure that assignments are executed based on the relevant professional requirements and on a timely basis.
• Assist to prepare corporate and individual tax computations and returns
• Analyse data to aid the drafting of tax advice to the client or management
• Working as a team member by sharing responsibilities, providing support and maintaining communication with colleagues on an effective and efficient basis
• Responsible for day-to-day administration and compliance for various tax matters
• Developing and maintaining professional relationships with clients.
• Assist in the non-tax services of the public accounting practice, of which the Company is part of, on a “need to” basis

Job Requirements:

• Degree in Accountancy or tax qualification or a professional qualification under the ACCA, ICAEW, SCA and SIATP
• Proactive, committed and a team player
• Possess professional qualities with good communication and interpersonal skills
• Possess initiative and ability to work independently
• No experience required

Benefits:

• Approved Training Organisation (ATO) by ACCA & SCAQ
• Flexible Working Arrangements (FWA)
• Training you to become a professional auditor/ accountant/ business advisors through on the Job trainings
• Challenging and fulfilling career growth
• Dynamic working practices and environment
• Unlimited pantry access (while stock last)

Write in to us with your latest resume, expected salary and attach a recent photograph to [email protected]

We regret that only short-listed candidates will be notified.

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

• Collect data through web crawling and/or crowdsourcing.
• Implement baseline methods based on previous research papers.
• Implement new methods to improve the performance of large language models.
• Conduct experiments to empirically evaluate different methods.
• Contribute to the preparation of manuscripts for publication.

• Minimum PhD degree in computer science, Information Technology, Information Systems or closelyrelated disciplines.
• Relevant experiences in video processing, analysis, and research.
• Relevant experiences in developing systems for video computing.
• Excellent knowledge in large-scale video processing and search.
• Excellent knowledge and experience in system development and engineering.
• Good skill in computer programming.
• Good knowledge in dataset curation and preparation of dataset for deep learning.
• Self-motivated individual who can work independently as well as collaboratively in a team to researchand engineer challenging problems.

#LI-JN2

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

• Training of neural networks using cooking videos and cooking recipes for cross-modal retrieval.
• Training of neural networks for cross-domain food-to-image retrieval.
• Experiment setup and analysis.

• Minimum PhD degree in computer science, Information Technology, Information Systems or closely related disciplines.
• Relevant experiences in food computing (e.g., food image recognition, recipe retrieval, cross-domain food image retrieval).
• Excellent knowledge in food computing.
• Good knowledge AI and large language models.
• Good skill in computer programming.
• Good knowledge in dataset curation and preparation of dataset for deep learning.
• Self-motivated individual who can work independently as well as collaboratively in a team to research and engineer challenging problems.

#LI-JN2

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

Work done will be at the direction of the PI, and where relevant, the Industry Director and Centre Director.As the Programme is interdisciplinary and multidisciplinary by nature, you will be expected to convey yourdomain expertise and edify others (and vice versa) in as productive, constructive, and collaborative a manneras possible.

You may be asked to participate in the development of use cases and delivery of proof-of-concept prototypesfor government and industry partners in the areas of computable contracts and "rules as code". Experience inrequirements analysis and agile, iterative methodologies will be useful at this stage.The work of the team will be largely determined by these use cases and customers. We will work with multipleuse cases so that we can abstract across them and develop generalized, reusable infrastructure. We will workwith specific customers so we can build useful applications on top of that infrastructure.You will contribute to the design and development of open-source software written to serve those use cases.You will work as part of a team of research engineers, developers, and domain expertise and you will beexpected to actively participate in team meetings and text-based communications. You will be expected to beactive members of the applied research community, by validating and contributing to advances incomputational law.

You may be asked to conduct use-inspired research at the direction of the Principal Investigator. This includes

• reading academic papers, standards publications, and related material such as blog posts andpresentations;
• coming up to speed in fields which may be new to you, such as computational linguistics, mathematicallogic, programming language design, formal verification, and model-based architecture;
• reading (and updating/commenting, relevant) existing software documentation;
• creating presentations, video recordings, walkthroughs, etc. to document and explain research work done;
• writing (and presenting, if so decided by the PI) academic papers and materials for publication; and
• documenting in a sufficiently-detailed manner so as to share what you've learned.

You will be expected to participate in software development; this includes

• learning how to use third party tools, including editors, IDEs, databases, business process modeling software, programming languages, and libraries;
• evaluating competing software systems for suitability;
• building infrastructure to enable application development
• managing yourself, and managing fellow team members;
• engaging in product, project, and program management as needed
• reading books and consuming such other media forms about software development;
• writing documentation such as user/developer-facing manuals, tutorials;
• delivering community support to users and customers;
• preparing presentations to represent the project before external audiences; and
• writing actual user-facing applications throughout the "full stack",in each case, documenting, reporting, and/or presenting the same in clearly and efficiently, both internally and externally.

Researchers under the Programme should possess both mastery of their academic speciality, anddemonstrated practical experience producing and supporting high-quality open-source code throughcommunity engagement across multiple media. Candidates must have Bachelor's, Master's, Ph.D., oralternative qualifications in computer science, software engineering, (symbolic) artificial intelligence,computational linguistics, or formal methods. Fluency in multiple natural languages, and any experience with law, are a plus.

This specialist role requires skills in the following areas (one or two in each category is sufficient):

Open-Source Software & Open-Standard Infrastructure Engineering Internet Unix TCP/IP HTTP(S) XML JSON Schemas YAML Git Github Technical Writing Developer Relations and Evangelism

Programming Languages and Frameworks: Preferred: Haskell or OCaml. Python. Possible alternatives: Common Lisp Racket Scheme Javascript / Typescript / Node.

Formalization of Contracts, Rules, and Business Logic: Akoma Ntoso LegalRuleML Petri Nets Drools iLog OPA Neota Logic Constraint Handling Rules ICAIL JURIX RuleML+RR

Semantic Web and Ontologies: RDFa RDFt RDF RIF SWRL OWL Cyc KBpedia SUMO UFO Protg or a commercial rules engine with ontology support

Model Driven Architecture: UML BPMN DMN OCL SBVR Statecharts Activity Diagrams Parnas Tables Logics: Hoare

Logic Kripke structures Modal mu-calculus Dynamic Logic Deontic, Temporal, and Epistemic modals Situation Calculus Process Calculi Multivalent logics Defeasible Logic BDI Abductive Logic F-Logic Intuitionistic Non-monotonic Logics Skolemization Well-Founded Semantics Good Old-Fashioned Artificial Intelligence and Semantic Web

Knowledge Representation and Reasoning: Lisp Prolog F-Logic Drools Oracle Policy Manager Flora-2 Datalog Answer-Set Programming Defeasible Logic Expert Systems DocAssemble lps.doc.ic.ac.uk

Skills listed below this line are preferred but not required:

Theorem Proving and Strongly Typed Languages: CoQ Agda Idris Lean Prover F* Advanced Haskell (Template etc) OCaml Elm Isabelle/HOL StrangeLoop Pony

Model Checkers and SAT/SMT solvers: Z3 PAT SMTlib NuSMV SPIN Sentient

IDEs, Language Workbenches, and PLT frameworks: K Framework JetBrains MPS IDEs (Vim, Emacs, Visual Studio Code, Atom, Sublime Text) Language Server Protocol Rule Systems and Logics

Computational Linguistics Natural Language Generation Computational Semantics (in Haskell, Prolog, or Lisp) Montague Semantics Grammatical Framework Text planning Surface realization Familiarity with: WordNet FrameNet SenseNet Controlled Natural Languages Attempto Controlled English ACErules

Parsers, Compilers, and Programming Language Theory Lex/YACC alex/happy Bison CFGs EBNF BNFC

Formal Verification and Specification Languages Some familiarity with any of: TLA+ Alloy IVy B Method Z notation VDM++ LTL CTL

App Development Test-Driven Development Continuous Integration Software Project Management Agile / XP / Scrum Pair Programming Literate Programming Unit Testing Amazon Web Services Docker Full-Stack Development

#LI-JN2

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

Work done will be at the direction of the PI, and where relevant, the Industry Director and Centre Director. As the Programme is interdisciplinary and multidisciplinary by nature, you will be expected to convey your domain expertise and edify others (and vice versa) in as productive, constructive, and collaborative a manneras possible.

You may be asked to participate in the development of use cases and delivery of proof-of-concept prototypes for government and industry partners in the areas of computable contracts and "rules as code". Experience in requirements analysis and agile, iterative methodologies will be useful at this stage.The work of the team will be largely determined by these use cases and customers. We will work with multiple use cases so that we can abstract across them and develop generalized, reusable infrastructure. We will work with specific customers so we can build useful applications on top of that infrastructure.You will contribute to the design and development of open-source software written to serve those use cases. You will work as part of a team of research engineers, developers, and domain expertise and you will be expected to actively participate in team meetings and text-based communications. You will be expected to be active members of the applied research community, by validating and contributing to advances incomputational law.

You may be asked to conduct use-inspired research at the direction of the Principal Investigator. This includes

• reading academic papers, standards publications, and related material such as blog posts and presentations;
• coming up to speed in fields which may be new to you, such as computational linguistics, mathematical logic, programming language design, formal verification, and model-based architecture;
• reading (and updating/commenting, relevant) existing software documentation;
• creating presentations, video recordings, walkthroughs, etc. to document and explain research work done;
• writing (and presenting, if so decided by the PI) academic papers and materials for publication; and
• documenting in a sufficiently-detailed manner so as to share what you've learned.

You will be expected to participate in software development; this includes

• learning how to use third party tools, including editors, IDEs, databases, business process modeling software, programming languages, and libraries;
• evaluating competing software systems for suitability;
• building infrastructure to enable application development
• managing yourself, and managing fellow team members;
• engaging in product, project, and program management as needed
• reading books and consuming such other media forms about software development;
• writing documentation such as user/developer-facing manuals, tutorials;
• delivering community support to users and customers;
• preparing presentations to represent the project before external audiences; and
• writing actual user-facing applications throughout the "full stack",in each case, documenting, reporting, and/or presenting the same in clearly and efficiently, both internally and externally.

Researchers under the Programme should possess both mastery of their academic speciality, and demonstrated practical experience producing and supporting high-quality open-source code through community engagement across multiple media. Candidates must have Bachelor's, Master's, Ph.D., or alternative qualifications in computer science, software engineering, (symbolic) artificial intelligence, computational linguistics, or formal methods. Fluency in multiple natural languages, and any experience with law, are a plus.

Minimum qualifications:

Open-Source Software & Open-Standard Infrastructure Engineering

Internet Unix TCP/IP HTTP(S) XML JSON Schemas YAML Git Github Technical Writing Developer Relations and Evangelism

Parsers, Compilers, and Programming Language Theory

Lex/YACC alex/happy Bison CFGs EBNF BNFC

App Development

Test-Driven Development Continuous Integration Software Project Management Agile / XP / Scrum Pair Programming Literate Programming Unit Testing Amazon Web Services Docker Full-Stack Development

Programming Languages and Frameworks:

Preferred: Haskell or OCaml. Python.

Possible alternatives: Common Lisp Racket Scheme Javascript / Typescript / Node.

Computational Linguistics Natural Language Generation

Computational Semantics (in Haskell, Prolog, or Lisp) Montague Semantics Grammatical Framework Text planning Surface realization

Familiarity with: WordNet FrameNet SenseNet Controlled Natural Languages Attempto Controlled English ACErules

Formal Verification and Specification Languages

Some familiarity with any of: TLA+ Alloy IVy B Method Z notation VDM++ LTL

Preferred qualifications:

Theorem Proving and Strongly Typed Languages:

CoQ Agda Idris Lean Prover F* Advanced Haskell (Template etc) OCaml Elm Isabelle/HOL StrangeLoop Pony

Model Checkers and SAT/SMT solvers: Z3 PAT SMTlib NuSMV SPIN Sentient

IDEs, Language Workbenches, and PLT frameworks: K Framework JetBrains MPS IDEs (Vim, Emacs, Visual Studio Code, Atom, Sublime Text) Language Server ProtocolRule Systems and Logics

Formalization of Contracts, Rules, and Business Logic: Akoma Ntoso LegalRuleML Petri Nets Drools iLog OPA Neota Logic Constraint Handling Rules ICAIL JURIX RuleML+RR

Model Driven Architecture: UML BPMN DMN OCL SBVR Statecharts Activity Diagrams Parnas Tables

Logics: Hoare Logic Kripke structures Modal mu-calculus Dynamic Logic Deontic, Temporal, and Epistemic modals Situation Calculus Process Calculi Multivalent logics Defeasible Logic BDI Abductive Logic F-Logic Intuitionistic Non-monotonic Logics Skolemization Well-Founded Semantics

Good Old-Fashioned Artificial Intelligence and Semantic Web

Knowledge Representation and Reasoning: Lisp Prolog F-Logic Flora-2 Datalog Answer-Set Programming Defeasible Logic Expert Systems DocAssemble lps.doc.ic.ac.uk

Semantic Web and Ontologies:

RDFa RDFt RDF RIF SWRL OWL Cyc KBpedia SUMO UFO Protg

#LI-JN2

Nanyang Academy of Fine Arts (NAFA), University of the Arts Singapore, an esteemed arts institution with a global reputation seeks an administratively strong Research Executive at the Institute of Southeast Asian Arts (ISEAA).

Since its establishment in April 2010, the Institute of Southeast Asian Arts (ISEAA) has facilitated in-curricula assimilation of Southeast Asian arts with contemporary arts training at Nanyang Academy of Fine Arts (NAFA). The study and research of Southeast Asian arts has positively influenced the multidisciplinary nature of art studies here at NAFA, accumulating a growing resource of ideas and innovations that include outcomes from 3D Design, Design & Media, Fine Art, Arts Management, Fashion, Theatre, Dance, and Music.

Key Responsibilities

The key responsibilities of the incumbent would involve researching and developing digital frameworks within which archives and live material research can be activated, including metaverse and online interface. You are also expected to innovate and initiate new research paradigms for such platforms to facilitate learning outcomes from academic programmes involving ISEAA content and projects.

In addition, you are required to support and assist in the discharge of administrative functions pertaining to the execution of E&A programming (such as the annual SEA Arts Forum, Exhibitions, Artist in Residence and Performing arts Principals) and management of the archival microsite as part of ISEAA purview.

The role includes assisting communications with relevant academic and administration departments on the delivery of academic outcomes involving ISEAA content and projects, as well as performing other ad-hoc duties as required in support of or relation to the activities of partner teams contributing to the outcomes of ISEAA.

Requirements & Qualifications

1. You should possess a Minimum Degree in Arts and demonstrate knowledge of Arts & Humanities, with a minimum of 2 years of relevant working experience.
2. To succeed in this role, you should also be proficient in MS Office Suite and IT savvy in gaming suite, digital applications and relevant technologies for online learning and delivery.
3. The ideal candidate should possess a strong command of both English and at least one Asian language, as the incumbent will be responsible for reviewing and writing materials for publications, catalogues, and other written content. A deep interest in the arts and culture will be an added advantage to effectively contribute to the role.
4. You should be resourceful and proactive in addressing issues, possess good organisational and coordination skills, and be a team player with excellent communication and interpersonal skills.

If you have a passion for the arts, we encourage you to apply. This is your opportunity to be part of NAFA in our season of global recognition and to shape the future of arts education in Asia.

The Senior Business Development Associate is responsible for new business acquisition, and onboarding of merchants.

He/She will be responsible for generating, qualifying, nurturing and closing potential leads for the various services that Ninja Van Singapore provides. During the onboarding period, the incumbent will also be expected to resolve all issues that may arise from client’s unfamiliarity of our services.

Responsibilities

• New Business Acquisition
• Schedule meetings with potential prospects to understand service requirements of clients
• Acquire new clients to increase country revenue
• Pitch operational requests to internal stakeholders to help meet clients’ requirements and SLAs
• Prepare sales proposals, presentation decks, profitability analysis and contract documents
• Compliance to sales process and legal compliance
• Educate clients on the basic requirements of Ninja Van’s service
• Lead Generation and Qualification
• Creatively seek and reach out to key decision makers of potential leads
• Respond to and qualify inbound leads in a timely manner
• Import and maintain data of leads in Salesforce CRM
• Ensure that clients’ business is a good fit for Ninja Van
• Account Management
• Build and maintain positive working relationships and strong rapport with accounts for high account retention and client satisfaction
• Identify ways to increase sales revenue and wallet shares with existing accounts
• Monitor and ensure promised delivery SLAs are met
• Stakeholder Management
• Collaborate with external and internal operations teams to ensure required resources and operational support is available to them and their team

Requirements

• 2 - 5 years of experience in a business development and client-facing role
• Diploma in any field or higher, Degree preferred
• Experienced in sales negotiation, analysing pricing strategies and solutioning
• Experience with end-to-end sales pipeline management and closing large, strategic deals
• Manage enquiries and complaints with tact and professionalism
• Good team player with ability to interact with all levels
• Proactive, curious and entrepreneurial
• Proficiency in Microsoft Office suite

Associate Vice President - Recruitment Leader (Singapore)

FRG is seeking experienced recruitment leaders with a passion for the fast-paced world of tech to join us in our vibrant office in the heart of Singapore. We are a pure play technology recruitment company and we pride ourselves on being the go-to talent solutions partner within the cloud technology arena (Microsoft, AWS, Salesforce). We are owned by TPG Capital, a multi-billion dollar US private equity firm and currently operating within 20 strategically placed offices in the USA, EMEA, and APAC region.

You will be a vital part of our newly transformed APAC business with an ambition to disrupt the marketplace and grow itself in the region.

The ideal candidate:

• You’ll have a proven track record of billing success within a 360 Recruitment position and understand the importance of leading from the front in every aspect of the role.
• Experience in managing or coaching a team. Understanding different coaching techniques would be advantageous, but not essential, as this is covered in detail throughout our leadership development programmes
• Passionate about creating a supportive, high performing environment
• Commercial, innovative and ambitious
• Knowledge of the Technology recruitment market would be preferred

What’s on offer?

• Differentiated recruitment blueprint to set you up for success
• Lucrative package
• Comprehensive and ongoing training in all aspects of the job
• Clear progression pathway tailored to your career goals
• Collaborative and fun environment
• Extensive rewards and incentives
• Unique global profit sharing Scheme for top performing employees

Apply now to become part of an unstoppable journey to be proud of!

Frank Recruitment Group is an equal opportunities employer that values a diverse workforce and the contribution each individual makes. We are committed to promoting equality and diversity and creating an inclusive environment for all.

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

Work done will be at the direction of the PI, and where relevant, the Industry Director and Centre Director.As the Programme is interdisciplinary and multidisciplinary by nature, you will be expected to convey yourdomain expertise and edify others (and vice versa) in as productive, constructive, and collaborative a manneras possible.

You may be asked to participate in the development of use cases and delivery of proof-of-concept prototypesfor government and industry partners in the areas of computable contracts and "rules as code". Experience inrequirements analysis and agile, iterative methodologies will be useful at this stage.The work of the team will be largely determined by these use cases and customers. We will work with multipleuse cases so that we can abstract across them and develop generalized, reusable infrastructure. We will workwith specific customers so we can build useful applications on top of that infrastructure.You will contribute to the design and development of open-source software written to serve those use cases.You will work as part of a team of research engineers, developers, and domain expertise and you will beexpected to actively participate in team meetings and text-based communications. You will be expected to beactive members of the applied research community, by validating and contributing to advances incomputational law.

You may be asked to conduct use-inspired research at the direction of the Principal Investigator. This includes

• reading academic papers, standards publications, and related material such as blog posts andpresentations;
• coming up to speed in fields which may be new to you, such as computational linguistics, mathematicallogic, programming language design, formal verification, and model-based architecture;
• reading (and updating/commenting, relevant) existing software documentation;
• creating presentations, video recordings, walkthroughs, etc. to document and explain research work done;
• writing (and presenting, if so decided by the PI) academic papers and materials for publication; and
• documenting in a sufficiently-detailed manner so as to share what you've learned.

You will be expected to participate in software development; this includes

• learning how to use third party tools, including editors, IDEs, databases, business process modelingsoftware, programming languages, and libraries;
• evaluating competing software systems for suitability;
• building infrastructure to enable application development
• managing yourself, and managing fellow team members;
• engaging in product, project, and program management as needed
• reading books and consuming such other media forms about software development;
• writing documentation such as user/developer-facing manuals, tutorials;
• delivering community support to users and customers;
• preparing presentations to represent the project before external audiences; and
• writing actual user-facing applications throughout the "full stack",in each case, documenting, reporting, and/or presenting the same in clearly and efficiently, both internally andexternally.

Researchers under the Programme should possess both mastery of their academic speciality, anddemonstrated practical experience producing and supporting high-quality open-source code throughcommunity engagement across multiple media. Candidates must have Bachelor's, Master's, Ph.D., oralternative qualifications in computer science, software engineering, (symbolic) artificial intelligence,computational linguistics, or formal methods. Fluency in multiple natural languages, and any experience with law, are a plus.

This specialist role requires skills in the following areas (one or two in each category is sufficient):

Open-Source Software & Open-Standard Infrastructure Engineering Internet Unix TCP/IP HTTP(S) XML JSON Schemas YAML Git Github Technical Writing Developer Relations and Evangelism

Programming Languages and Frameworks: Preferred: Haskell or OCaml. Python. Possible alternatives: Common Lisp Racket Scheme Javascript / Typescript / Node.

Formalization of Contracts, Rules, and Business Logic: Akoma Ntoso LegalRuleML Petri Nets Drools iLog OPA Neota Logic Constraint Handling Rules ICAIL JURIX RuleML+RR

Semantic Web and Ontologies: RDFa RDFt RDF RIF SWRL OWL Cyc KBpedia SUMO UFO Protg or a commercial rules engine with ontology support

Model Driven Architecture: UML BPMN DMN OCL SBVR Statecharts Activity Diagrams Parnas Tables Logics: Hoare

Logic Kripke structures Modal mu-calculus Dynamic Logic Deontic, Temporal, and Epistemic modals Situation Calculus Process Calculi Multivalent logics Defeasible Logic BDI Abductive Logic F-Logic Intuitionistic Non-monotonic Logics Skolemization Well-Founded Semantics Good Old-Fashioned Artificial Intelligence and Semantic Web

Knowledge Representation and Reasoning: Lisp Prolog F-Logic Drools Oracle Policy Manager Flora-2 Datalog Answer-Set Programming Defeasible Logic Expert Systems DocAssemble lps.doc.ic.ac.uk

Skills listed below this line are preferred but not required:

Theorem Proving and Strongly Typed Languages: CoQ Agda Idris Lean Prover F* Advanced Haskell (Template etc) OCaml Elm Isabelle/HOL StrangeLoop Pony

Model Checkers and SAT/SMT solvers: Z3 PAT SMTlib NuSMV SPIN Sentient

IDEs, Language Workbenches, and PLT frameworks: K Framework JetBrains MPS IDEs (Vim, Emacs, Visual Studio Code, Atom, Sublime Text) Language Server Protocol Rule Systems and Logics

Computational Linguistics Natural Language Generation Computational Semantics (in Haskell, Prolog, or Lisp) Montague Semantics Grammatical Framework Text planning Surface realization Familiarity with: WordNet FrameNet SenseNet Controlled Natural Languages Attempto Controlled English ACErules

Parsers, Compilers, and Programming Language Theory Lex/YACC alex/happy Bison CFGs EBNF BNFC

Formal Verification and Specification Languages Some familiarity with any of: TLA+ Alloy IVy B Method Z notation VDM++ LTL CTL

App Development Test-Driven Development Continuous Integration Software Project Management Agile / XP / Scrum Pair Programming Literate Programming Unit Testing Amazon Web Services Docker Full-Stack Development

#LI-JN2

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

Work done will be at the direction of the PI, and where relevant, the Industry Director and Centre Director.As the Programme is interdisciplinary and multidisciplinary by nature, you will be expected to convey yourdomain expertise and edify others (and vice versa) in as productive, constructive, and collaborative a manneras possible.

You may be asked to participate in the development of use cases and delivery of proof-of-concept prototypesfor government and industry partners in the areas of computable contracts and "rules as code". Experience inrequirements analysis and agile, iterative methodologies will be useful at this stage.The work of the team will be largely determined by these use cases and customers. We will work with multipleuse cases so that we can abstract across them and develop generalized, reusable infrastructure. We will workwith specific customers so we can build useful applications on top of that infrastructure.You will contribute to the design and development of open-source software written to serve those use cases.You will work as part of a team of research engineers, developers, and domain expertise and you will beexpected to actively participate in team meetings and text-based communications. You will be expected to beactive members of the applied research community, by validating and contributing to advances in computational law.

You may be asked to conduct use-inspired research at the direction of the Principal Investigator. This includes

• reading academic papers, standards publications, and related material such as blog posts and presentations
• coming up to speed in fields which may be new to you, such as computational linguistics, mathematical logic, programming language design, formal verification, and model-based architecture
• reading (and updating/commenting, relevant) existing software documentation
• creating presentations, video recordings, walkthroughs, etc. to document and explain research work done
• writing (and presenting, if so decided by the PI) academic papers and materials for publication
• documenting in a sufficiently-detailed manner so as to share what you've learned

You will be expected to participate in software development; this includes

• learning how to use third party tools, including editors, IDEs, databases, business process modeling software, programming languages, and libraries
• evaluating competing software systems for suitability
• building infrastructure to enable application development
• managing yourself, and managing fellow team members
• engaging in product, project, and program management as needed
• reading books and consuming such other media forms about software development
• writing documentation such as user/developer-facing manuals, tutorials
• delivering community support to users and customers
• preparing presentations to represent the project before external audiences
• writing actual user-facing applications throughout the "full stack"

in each case, documenting, reporting, and/or presenting the same in clearly and efficiently, both internally and externally.

Researchers under the Programme should possess both mastery of their academic speciality, anddemonstrated practical experience producing and supporting high-quality open-source code throughcommunity engagement across multiple media. Candidates must have Bachelor's, Master's, Ph.D., oralternative qualifications in computer science, software engineering, (symbolic) artificial intelligence,computational linguistics, or formal methods.

Fluency in multiple natural languages, and any experience with law, are a plus.

Minimum qualifications:

Open-Source Software & Open-Standard Infrastructure EngineeringInternet Unix TCP/IP HTTP(S) XML JSON Schemas YAML Git Github Technical Writing Developer Relations and Evangelism

Programming Languages and Frameworks:Preferred: Haskell or OCaml. Python.Possible alternatives: Common Lisp Racket Scheme Javascript / Typescript / Node.

Formalization of Contracts, Rules, and Business Logic: Akoma Ntoso LegalRuleML Petri Nets Drools iLog OPA Neota Logic Constraint Handling Rules ICAIL JURIX RuleML+RR

Semantic Web and Ontologies: RDFa RDFt RDF RIF SWRL OWL Cyc KBpedia SUMO UFO Protg or a commercial rules engine with ontology support

Model Driven Architecture: UML BPMN DMN OCL SBVR Statecharts Activity Diagrams ParnasTables

Logics: Hoare Logic Kripke structures Modal mu-calculus Dynamic Logic Deontic, Temporal, andEpistemic modals Situation Calculus Process Calculi Multivalent logics Defeasible Logic BDI AbductiveLogic F-Logic Intuitionistic Non-monotonic Logics Skolemization Well-Founded SemanticsGood Old-Fashioned Artificial Intelligence and Semantic Web

Knowledge Representation and Reasoning: Lisp Prolog F-Logic Drools Oracle Policy Manager Flora-2 Datalog Answer-Set Programming Defeasible Logic Expert Systems DocAssemble lps.doc.ic.ac.uk

Skills listed below this line are preferred but not required:

Theorem Proving and Strongly Typed Languages:CoQ Agda Idris Lean Prover F* Advanced Haskell (Template etc) OCaml Elm Isabelle/HOL StrangeLoop Pony

Model Checkers and SAT/SMT solvers: Z3 PAT SMTlib NuSMV SPIN Sentient

IDEs, Language Workbenches, and PLT frameworks: K Framework JetBrains MPS IDEs (Vim, Emacs,Visual Studio Code, Atom, Sublime Text) Language Server ProtocolRule Systems and Logics

Computational Linguistics Natural Language GenerationComputational Semantics (in Haskell, Prolog, or Lisp) Montague Semantics Grammatical Framework Textplanning Surface realizationFamiliarity with: WordNet FrameNet SenseNet Controlled Natural Languages Attempto Controlled English ACErules

Parsers, Compilers, and Programming Language TheoryLex/YACC alex/happy Bison CFGs EBNF BNFC

Formal Verification and Specification LanguagesSome familiarity with any of: TLA+ Alloy IVy B Method Z notation VDM++ LTL CTL

App DevelopmentTest-Driven Development Continuous Integration Software Project Management Agile / XP / Scrum PairProgramming Literate Programming Unit Testing Amazon Web Services Docker Full-StackDevelopment

#LI-JN2

COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

RESPONSIBILITIES

Work done will be at the direction of the PI, and where relevant, the Industry Director and Centre Director.As the Programme is interdisciplinary and multidisciplinary by nature, you will be expected to convey yourdomain expertise and edify others (and vice versa) in as productive, constructive, and collaborative a manner as possible.

You may be asked to participate in the development of use cases and delivery of proof-of-concept prototypesfor government and industry partners in the areas of computable contracts and "rules as code". Experience inrequirements analysis and agile, iterative methodologies will be useful at this stage.The work of the team will be largely determined by these use cases and customers. We will work with multipleuse cases so that we can abstract across them and develop generalized, reusable infrastructure. We will workwith specific customers so we can build useful applications on top of that infrastructure.You will contribute to the design and development of open-source software written to serve those use cases.You will work as part of a team of research engineers, developers, and domain expertise and you will beexpected to actively participate in team meetings and text-based communications. You will be expected to beactive members of the applied research community, by validating and contributing to advances incomputational law.

You may be asked to conduct use-inspired research at the direction of the Principal Investigator. This includes

• reading academic papers, standards publications, and related material such as blog posts and presentations;
• coming up to speed in fields which may be new to you, such as computational linguistics, mathematical logic, programming language design, formal verification, and model-based architecture;
• reading (and updating/commenting, relevant) existing software documentation;
• creating presentations, video recordings, walkthroughs, etc. to document and explain research work done;
• writing (and presenting, if so decided by the PI) academic papers and materials for publication; and
• documenting in a sufficiently-detailed manner so as to share what you've learned.

You will be expected to participate in software development; this includes

• learning how to use third party tools, including editors, IDEs, databases, business process modeling software, programming languages, and libraries;
• evaluating competing software systems for suitability;
• building infrastructure to enable application development;
• managing yourself, and managing fellow team members;
• engaging in product, project, and program management as needed;
• reading books and consuming such other media forms about software development;
• writing documentation such as user/developer-facing manuals, tutorials;
• delivering community support to users and customers;
• preparing presentations to represent the project before external audiences; and
• writing actual user-facing applications throughout the "full stack", in each case, documenting, reporting, and/or presenting the same in clearly and efficiently, both internally and externally.

Researchers under the Programme should possess both mastery of their academic speciality, and demonstrated practical experience producing and supporting high-quality open-source code throughcommunity engagement across multiple media. Candidates must have Bachelor's, Master's, Ph.D., or alternative qualifications in computer science, software engineering, (symbolic) artificial intelligence, computational linguistics, or formal methods.

Fluency in multiple natural languages, and any experience with law, are a plus.

Minimum qualifications:

Open-Source Software & Open-Standard Infrastructure EngineeringInternet Unix TCP/IP HTTP(S) XML JSON Schemas YAML Git Github TechnicalWriting Developer Relations and Evangelism

Parsers, Compilers, and Programming Language TheoryLex/YACC alex/happy Bison CFGs EBNF BNFC

App DevelopmentTest-Driven Development Continuous Integration Software Project Management Agile / XP / Scrum PairProgramming Literate Programming Unit Testing Amazon Web Services Docker Full-StackDevelopment

Programming Languages and Frameworks:Preferred: Haskell or OCaml. Python.Possible alternatives: Common Lisp Racket Scheme Javascript / Typescript / Node.

Computational Linguistics Natural Language GenerationComputational Semantics (in Haskell, Prolog, or Lisp) Montague Semantics Grammatical Framework Textplanning Surface realizationFamiliarity with: WordNet FrameNet SenseNet Controlled Natural Languages Attempto ControlledEnglish ACErules

Formal Verification and Specification LanguagesSome familiarity with any of: TLA+ Alloy IVy B Method Z notation VDM++ LTL

Preferred qualifications:

Theorem Proving and Strongly Typed Languages:CoQ Agda Idris Lean Prover F* Advanced Haskell (Templateetc) OCaml Elm Isabelle/HOL StrangeLoop Pony

Model Checkers and SAT/SMT solvers: Z3 PAT SMTlib NuSMV SPIN Sentient

IDEs, Language Workbenches, and PLT frameworks: K Framework JetBrains MPS IDEs (Vim, Emacs,Visual Studio Code, Atom, Sublime Text) Language Server ProtocolRule Systems and Logics

Formalization of Contracts, Rules, and Business Logic: Akoma Ntoso LegalRuleML PetriNets Drools iLog OPA Neota Logic Constraint Handling Rules ICAIL JURIX RuleML+RR

Model Driven Architecture: UML BPMN DMN OCL SBVR Statecharts Activity Diagrams ParnasTables

Logics: Hoare Logic Kripke structures Modal mu-calculus Dynamic Logic Deontic, Temporal, andEpistemic modals Situation Calculus Process Calculi Multivalent logics Defeasible Logic BDI AbductiveLogic F-Logic Intuitionistic Non-monotonic Logics Skolemization Well-Founded SemanticsGood Old-Fashioned Artificial Intelligence and Semantic Web

Knowledge Representation and Reasoning: Lisp Prolog F-Logic Flora-2 Datalog Answer-SetProgramming Defeasible Logic Expert Systems DocAssemble lps.doc.ic.ac.uk

Semantic Web and Ontologies:RDFa RDFt RDF RIF SWRL OWL Cyc KBpedia SUMO UFO Protg

#LI-JN2