Research project: Connecting within-host viral dynamics with the epidemiology of COVID-19: a multiscale computational infrastructure

In this project, we aim to develop a multiscale modeling framework and computational infrastructure to connect within-host viral dynamics and between-host transmission dynamics. The multiscale model will help address key epidemiological and public health questions which could not be answered by classic (single scale) approaches. Specifically, we plan to develop and calibrate the multiscale model for SARS-CoV-2 and assess effect of intervention (e.g., antiviral treatment) on epidemiological dynamics.

This project is led by Keisuke Ejima, an Assistant Professor at Lee Kong Chian School of Medicine, Nanyang Technological University.

The Research Fellow primarily leads the project under supervision of PI in the areas of collecting clean data, reviewing literatures, lead model development, lead data analyses, leading the manuscript writing and other areas of the project support.

Candidates should have a PhD degree in a quantitative field, such as data science, computational biology, mathematics, computer science, (bio)statistics, or related field. Research experience and/or educational background on public health and medicine is a plus but not essential. Computational experience on R is preferred. Good communication skill and respectful attitude for teamwork. The successful applicant will work as part of a growing and energetic team, focusing on quantitatively understanding biological mechanisms of infection and its impact on both individual and population health.

Hiring Institution: LKC

The Centre for Research and Development in Learning at Nanyang Technological University, Singapore (CRADLE@NTU) seeks applicants with a Masters degree in Psychology, Cognitive Neuroscience or related field from University of good standing for a Research Assistant Position.

Key Responsibilities:

• Liaise and work closely with stakeholders from external institutions (including schools) to identify and project collaborators

• Conduct literature reviews and preparing policy reports for stakeholders

• Preparation and updating of ethics documents to institutional review boards

• Data collection using psychological and neuroimaging techniques, such as cognitive testing, MRI and fNIRS

• Perform research-related administrative work, e.g. purchase of material/equipment for research

• To manage data analysis pipelines under supervision of research fellow and PI

• Systems administration, including maintenance of network servers and data security

• To carry any other duties as required by Principal Investigator

Job Requirements:

• PhD/Masters in Psychology, Cognitive Neuroscience or related field from University of good standing

• Possess excellent communication skills with good command of the English language to perform literature reviews and write progress reports

• Self-motivator, able to work independently to collect data, analyse data, and communicate findings

• Proficient in statistical analysis (SPSS or R) and experience with neuroimaging software

• Willing to travel to school sites for data collection

• Excellent organizational skills and able to work within tight deadlines

• Self-directed learner who effectively picks up relevant skills as needed

• Prior experience with cognitive neuroscience research

• Prior experience in neuroimaging research

• Prior experience with academic publication processes

• Good knowledge of cognitive neuroscience theories and models of for higher cognitive functions

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU

The Energy Research Institute @ NTU (ERI@N) is looking for highly motivated and experienced candidate to join us as Research Fellow. The candidate will be part of Indonesia–NTU Singapore Institute of Research for Sustainability and Innovation (INSPIRASI), a joint research consortium between founding university partners, NTU, Universitas Gadjah Mada (UGM), Universitas Indonesia (UI), Institut Teknologi Bandung (ITB), and Institut Teknologi Sepuluh Nopember (ITS).  Beyond its role as an education hub to facilitate knowledge creation and transfer between NTU and the four Indonesian universities, INSPIRASI is an innovation hub of cutting-edge technology, with a research focus on sustainability, particularly in renewable energy, circular economy and smart cities.

The candidate will join a multidisciplinary research team in the efforts to develop a sustainable novel bioplastics and biomedical products from biopolymer raw materials extracted from plant and animal waste streams currently being worked on in both NTU and Indonesian institutions.

Key Responsibilities:

• Conduct thorough literature review and generate periodic updates

• Synthesize, functionalize, and characterize sustainable novel bioplastic and biomedical products developed from biopolymer raw materials extracted from plant and animal waste streams

• Carry out to assays and analysis to optimize and control the products functional performance (e.g. assess nutrient delivery effectiveness, degradation profile, mechanical strength)

• Carry out biochemical and biological assays to assess bioavailability and cytotoxicity of the developed products

• Ensure compliance with health and safety in all aspects of the research work

• Develop and optimize protocols

• Supervise junior research staff, undergraduate and graduate student projects

• Manage logistical issues and laboratory inventory

• Coordinate collaborative work within multidisciplinary team and external collaborators

• Generate periodic progress report as required by funding agency

• Disseminate research results in reputable peer-reviewed journals and/or international conference

Job Requirements:

• PhD in Materials Science/Chemistry/Chemical Engineering or related fields

• Experience in biomaterial, nanomaterials synthesis, functionalization, and characterization (e.g. TEM, XRD, DLS, FTIR, TGA, ICP, etc.)

• Experience working with biopolymers

• Experience in mammalian cell culture

• A strong track record of research ability and demonstrated contribution to research (e.g., research publications, grant applications, patents)

• Excellent interpersonal skills, and ability to work in a diverse, international, and inter-disciplinary research environment

• Ability to take initiative to improve processes and troubleshoot problems

• Good communication and writing skills

• Ability to work well with multiple competing priorities, manage projects and meet deadlines

• A good team player and able to work independently with minimum supervision

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU

The Cloud Application and Platform Group (CAP) Group from School of Computer Science and Engineering (SCSE) at Nanyang Technological University, Singapore, is seeking 1 motivated Research Associate in the topic of “Digital Twin for Advanced Battery Analytics”, who is responsible for developing and designing front end web architecture, ensuring the responsiveness of applications, and working alongside graphic designers for system design features, among other duties. He/she will take a key role in participating in the development and implementation strategy of a cloud AI platform for industrial application, e.g., data center operations and optimization.

Key Responsibilities:

• Documented steps for initiation of designs (e.g., functional specification)

• Description of system requirement for the entire set up within an organization

• Diagnosing the issue and resolving it on demand

• Developing front end website architecture

• Designing user interactions on web pages

• Developing back end website applications

• Creating servers and databases for functionality

• Ensuring responsiveness of applications

• Working for web design features

• Seeing through a project from conception to finished product

• Designing and developing APIs

• Meeting both technical and consumer needs

• Staying abreast of developments in web applications and programming languages

• Have an idea for fixing the system problems in case of sudden system failure or crash

Job Requirements:

• Master’s degree in Computer Science from a recognized university

• Strong organizational and project management skills

• Proficiency with fundamental front end languages such as HTML, CSS and JavaScript

• Familiar with building web applications with web frameworks such as Flask, Django

• Familiarity with JavaScript frameworks such as Angular JS, React and Amber

• Proficiency with server side languages such as Python, Ruby, Java, PHP and .Net

• Familiarity with database technology such as MySQL, Oracle and MongoDB

• Excellent verbal communication skills and good problem solving skills

• Attention to detail

• Fluent spoken and written English

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU

The Cloud Application and Platform (CAP) Group from School of Computer Science and Engineering (SCSE) at Nanyang Technological University, Singapore, is seeking 1 motivated research associate in the topic of “Digital Twin for Advanced Battery Analytics”.

Key Responsibilities:

• Collecting and analyzing battery data

• Developing physics-based and data-driven models to characterize battery electrochemical process and health conditions

• Working closely with team members/engineers and assist in developing new features

• Ensuring responsiveness of applications

• Diagnosing the issue and resolving it on demand

Job Requirements:

• Master’s Degree in computer science, computer engineering, electrical engineering, information system or a related discipline

• Good understanding of OOPs concepts

• Proficiency with Python

• Familiarity with packages like NumPy, Pandas, PyTorch or Tensorflow;

• Excellent verbal communication skills and good problem solving skills;

• Able to test, debug and optimize existing code base and other features;

• Attention to detail.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU

The Cloud Application and Platform (CAP) Group from Nanyang Technological University, Singapore, is seeking 1 motivated Research Fellow in the topic of “Digital Twin for Advanced Battery Analytics”.

Key Responsibilities:

• Developing physics-based and data-driven models to characterize battery electrochemical process;

• Design and implement algorithms for predicting electrical data at various nodes in the power system;

• Build a simulation platform for emergency scenarios with predictive maintenance features;

• Supervising junior graduate students;

• Writing technical reports, including papers, patents and technical disclosures;

• Working closely with team members/engineers and assist in developing new features;

• Ensuring responsiveness of applications;

• Diagnosing the issue and resolving it on demand.

Job Requirements:

• PhD Degree in computer science, computer engineering, electrical engineering, information system or a related discipline;

• Strong research record, preferably on top-tier computer science/engineering conferences;

• Proficiency with Python and relevant packages, like NumPy, Pandas, PyTorch or Tensorflow;

• Excellent verbal communication skills and good problem solving skills;

• Attention to detail.

• Fluent spoken and written English.

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU

Division of Mathematical Sciences (MAS) in School of Physical and Mathematical Sciences (SPMS) is looking for a candidate to join them as a Research Fellow.

The College of Science seeks a diverse and inclusive workforce and is committed to equality of opportunity. We welcome applications from all and recruit on the basis of merit, regardless of age, race, gender, religion, marital status and family responsibilities, or disability.

Key Responsibilities:

• Development of stochastic and analytical methods for nonlinear partial differential equations

• Implementation of relevant numerical experiments using deep learning algorithms

Job Requirements:

• PhD degree in (applied) mathematics

• Relevant research experience in stochastic analysis and/or partial differential equations, Python coding

• Enthusiasm, good communication skills, and being able to conduct independent research

We regret to inform that only shortlisted candidates will be notified.

Hiring Institution: NTU

Responsibilities:

• Perform site selection (if applicable), initiation, monitoring and close-out visits in accordance with contracted scope of work and good clinical practice. If applicable, Clinical Research Associates may be accountable for development of project subject recruitment plan on a per site basis. Support work with sites to adapt, drive and track subject recruitment plan in line with project needs to enhance predictability.

• Provide monitoring visits and site management for a variety of protocols, sites and therapeutic areas.

• Administer protocol and related study training to assigned sites and establish regular lines of communication with sites to manage ongoing project expectations and issues. Evaluate the quality and integrity of study site practices related to the proper conduct of the protocol and adherence to applicable regulations. Escalate quality issues as appropriate.

• Manage the progress of assigned studies by tracking regulatory submissions and approvals, recruitment and enrollment, case report form (CRF) completion and submission, and data query generation and resolution. May support start-up phase.

• Create and maintain appropriate documentation regarding site management, monitoring visit findings and action plans by submitting regular visit reports, generating follow-up letters and other required study documentation.

• Build awareness of features and opportunities of study to site.

• Collaborate and liaise with study team members for project execution support as appropriate.

Requirements:

• Bachelor's degree in a health care or other scientific discipline or educational equivalent.

• Minimum of 1+ years of on-site monitoring experience; or equivalent combination of education, training and experience.

• Computer skills including proficiency in use of Microsoft Word, Excel and PowerPoint and use of a laptop computer

• Good written and verbal communication skills

• Good organizational and problem-solving skills

• Effective time management skills

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IQVIA is a leading global provider of advanced analytics, technology solutions and clinical research services to the life sciences industry. We believe in pushing the boundaries of human science and data science to make the biggest impact possible – to help our customers create a healthier world. Learn more at https://jobs.iqvia.com

Main Responsibilities:

• Monitoring and forecasting the supply and demand dynamics of the global iron ore and steel markets, as well as the key drivers and risks affecting them. 
• Providing timely and insightful analysis and commentary on the iron ore and steel market developments, trends and outlooks  
• Developing and maintaining quantitative models and databases to support the iron ore and steel market analysis and forecasting. 
• Collaborating with other analysts across different commodities and regions to ensure a consistent and integrated view of the commodity markets. 
• Contributing to the development and improvement of the research products, methodologies, and tools. 

Experience:

• At least 3 years of relevant experience research or trading, preferably in a commodity trading house, consultancy, or financial institution. 
• A strong understanding of the iron ore and steel market fundamentals, drivers, and dynamics, as well as their impact on the dry bulk market. 
• Excellent analytical, quantitative, and problem-solving skills, with attention to detail and accuracy. 
• Excellent communication, presentation, and interpersonal skills, with the ability to work independently and as part of a team. 

Other skills (Computer Skills, etc)

• Proficient in Excel, PowerPoint, and other data analysis tools.
• Skillful in Python. 

Languages:

• English (Fluent)
• Ability to read and write Mandarin would be an added advantage 

Academics:

•  Degree in Economics, Finance, Engineering or related field of study

 

The candidate will work on developing an intelligent and sustainable Energy Management System (EMS) for Residential Air Conditioning (RAC). The candidate will assist in:

• Developing learning-based algorithms to optimize RAC operations based on energy cost, PV energy generation, and comfort requirements.
• Developing predictive models.
• Conducting and evaluating the control strategies in case studies.

At AIA we've started an exciting movement to create a healthier, more sustainable future for everyone. As pioneering innovators for over 100 years, we're now transforming our organisation to be faster, simpler and more connected. Because we want to be even better equipped to develop digital solutions and experiences that help more people live Healthier, Longer, Better Lives. To get there, we need people with tech/digital/analytics expertise and passion to help develop positive, sustainable change through digitally enhanced experiences that will impact the lives of millions of people and create a healthier future for everyone. If you believe in developing a better tomorrow, read on. About the Role Responsible for changing AIA's analytics landscape by delivering best-in-class advanced data science solutions to drive business growth, improve efficiencies and reduce costs. WHAT YOU WILL BE DOING Design, implement and evaluate advanced statistical and machine learning models and approaches for application to various business problem statements. Communicate findings from analytical modelling results to relevant stakeholders that will give insights to improve decision making and drive business performance. Implement machine learning models into production systems through proper MLOps practices and collaborating with relevant stakeholders. Develop processes and tools to monitor & analyse model performance, incorporate Responsible & Explainable AI and implement improvements as needed. Provide support in building the foundation of technical analytics capabilities within Enterprise Analytics department, including sharing of best practices for coding, modelling, and analysis within the team. Drive analytics innovation by keeping abreast of industry's trends, evaluating, and adapting new and improved data science approaches for the business. Develop in depth understanding of the business and be able to advise the business on the technical solutioning by participating in business discussions and presentations as applicable. WHAT YOU WILL HAVE Bachelor's degree ideally in STEM disciplines (Science, Technology, Engineering, Math); graduate degree in Economics, Statistics, Applied Math, Data Science, or another related quantitative field is preferred. Minimum 4 years of relevant hands-on experience in analytics/data science. Experience in Python/R for data analysis, visualization, and insight generation. Experience handling large datasets using advanced SQL/Spark based Big-Data technologies. Knowledge of Databricks is a plus. Experience with Business Intelligence tools (e.g. Tableau), Excel, PowerPoint. Experience in maintaining Machine Learning production systems and MLOps. #LI-SC1 Build a career with us as we help our customers and the community live Healthier, Longer, Better Lives. You must provide all requested information, including Personal Data, to be considered for this career opportunity. Failure to provide such information may influence the processing and outcome of your application. You are responsible for ensuring that the information you submit is accurate and up-to-date.

The incumbent is expected to govern Information Technology (IT) strategy planning, IT Project delivery, IT systems & operations, IT incident management etc. The coverage will span a list of subsidiary entities under the SMBC Group's Multi-Franchise strategy, and these entities are supervised by SMBC Asia Growing Markets Department (AGMD). Job Responsibilities Responsible for executing and maintaining the Information Technology (IT) Governance framework, policies, and processes, with reference to applicable regulations and internal policies for the list of entities supervised by AGMD. This responsibility covers areas such as IT strategy plan, IT KPIs and project delivery, IT Service and Incident Management, IT Budget etc. Formalize IT Governance and oversight to IT Teams of the list of entities and supervise overall IT Service Delivery through sound governance, applicable policies and frameworks, procedural controls, with reference to SMBC IT Governance Framework. Evaluate and establish IT Control objectives that are in adherence with local laws and regulatory requirements, and group's internal policies, for each of the entity's country. Provide timely and regular review of IT control & risk indicators and action plans, to a list of internal stakeholders. Assess and mitigate IT risks by adopting or developing risk management frameworks, conducting regular risk assessments. Perform quality assurance on IT Programs/Projects, validate compliance to the IT Service Management and Operation policies. On a need-to basis, drive and manage the development, testing and implementation of control measures or reporting, to strengthen governance and controls. Develop and maintain incident response plans to ensure a timely and effective escalation and monitoring of IT systems incidents from the list of entities and relay such incidents to management and Head Office promptly. Identify opportunities for IT process improvement and collaborate with cross-functional teams of entities for execution. Work with local IT and Compliance teams in keeping abreast of development in the supervisory and regulatory requirements in respective countries. Job Requirements Bachelor's degree in IT or equivalent with min. 12 years of working experience with good knowledge and experience of IT Governance, Risk and Compliance principles, as well as IT Controls in all disciplines of technology domains, preferably within the Financial Services sector. Solid technical and functional knowledge of relevant financial services regulations and policies of Singapore and Asia region. Experience in IT Governance Reviews, Controls Testing and Assurance, and delivery of training. Good understanding of the overall IT Operational processes in the financial services industry. Proven ability to understand, identify, analyze and communicate the operational risks within processes, in a structured and logical approach. Proven experience in applying legal/regulatory guidance into solving practical problems. Strong decision-making skills, with the ability to demonstrate sound judgement. Strong problem solving and numerical skills and well-verse in interpersonal communication and presentation skills. Ability to manage and prioritize large workloads and deliver within tight deadlines. Ability to appreciate diverse cultures and facilitate smooth communications between Head Office, Singapore office and entities.

The incumbent is expected to govern cybersecurity and information security strategy planning, related program and project delivery, incident management etc. The coverage will span a list of subsidiary entities under the SMBC Group's Multi-Franchise strategy, and these entities are supervised by SMBC Asia Growing Markets Department (AGMD). Job Responsibilities Responsible for executing and maintaining the cybersecurity governance policies, framework, and processes with reference to applicable regulations and internal policies, for the list of entities supervised by AGMD. This responsibility covers areas such as cybersecurity program and project delivery, compliance to regulations and standards, cybersecurity assessment and incident management, security KRIs etc. Collaborate with key stakeholders in each entity to develop and update cybersecurity policies and procedures that align with regulatory requirements, internal policies, and industry standards. Ensure compliance with relevant and applicable cybersecurity regulations and standards, such as GDPR, HIPAA, ISO 27001, and NIST and track changes in the regulatory landscape. Coordinate and participate in cybersecurity alerts, assessments and audits, for the list of entities, to evaluate the effectiveness of security controls and recommend improvements. Support Group-wide Security Operations Centres, in defining incident response plans for the list of entities, including disseminating security alerts, escalating security incidents, and tracking all tasks for execution and closure. Through this participation, conduct thorough cybersecurity risk assessments to identify and evaluate potential threats, vulnerabilities, impact on organizational assets, recovery from cybersecurity incidents etc. Develop and implement risk mitigation strategies and action plans to address identified vulnerabilities and reduce the overall cybersecurity risk posture. Define and track key cybersecurity metrics to measure the effectiveness of risk management activities and prepare regular reports for senior management. Implement continuous monitoring processes to proactively identify and address emerging cybersecurity threats and vulnerabilities. Job Requirements Bachelor's degree in IT or equivalent with a minimum 12 years of working experience with good knowledge and experience of cybersecurity and information security risk management, preferably within the Financial Services sector. Solid information technology and security knowledge of relevant financial services regulations and policies of Singapore and Asia region. Experience in Cybersecurity and Information Security Governance Reviews, Controls Testing and Assurance. Good understanding of the overall cybersecurity operational processes in the financial services industry. Proven ability to understand, identify, analyze, and communicate the operational risks within processes, in a structured and logical approach. Proven experience in applying legal/regulatory guidance into solving practical problems. Strong decision-making skills, with the ability to demonstrate sound judgement. Strong problem solving and numerical skills and well-verse in interpersonal communication and presentation skills. Ability to manage and prioritize large workloads and deliver within tight deadlines. Ability to appreciate diverse cultures and facilitate smooth communications between HQ, Singapore office and entities.

Temasek is an active, long-term, investor guided by our purpose statement 'So Every Generation Prospers' . Founded in 1974, and head-quartered in Singapore, we have grown to be a global investor across 13 offices in 9 countries. We invest with tomorrow in mind and are committed to delivering sustainable value over the long-term, with returns above our risk-adjusted cost of capital. The Active Alpha Team (AAT) is being newly formed with a mission to drive excellence in developed market public equity investing. This group will bring together existing team members focused on public markets, along with experienced new joiners who are motivated by an opportunity to help build a new, high-conviction, alpha-investing team. Key role description: Mentor and guide a team of 8 - 10 equity research analysts (both internal and new hires); work closely with AAT Portfolio Managers on monitoring the portfolio; help AAT PMs to communicate with senior leadership via monthly portfolio reports and quarterly risk reports. The key responsibility of the Director is to (a) manage the process of generating, disseminating and capturing value-added proprietary investment insights, for the benefit of AAT and the broader Firm, and (b) implementing and maintaining research best practices. The role will be a key partner to the PMs in seeding, and shaping, a winning culture for the newly formed team from day 1. We are seeking entrepreneurial candidates, who are unafraid to propose and execute new ideas - in service of the creation of a high performance, collaborative, and forward-thinking investment mentality. This is a full-time management role and the successful candidate will not have any research and/or direct investment responsibilities. Qualifications, Experience and Skills: Experience in direct equity research and portfolio management, or research head roles. Proven track record of leading and managing high performing teams Appropriate postgraduate / professional qualification (MBA, CFA etc.) Detailed understanding of the main approaches to equity analysis and research, and various valuation and investment techniques, across a range of sectors Respected and trusted by key stakeholders as able to demonstrate and encourage research best practices Clear leadership skills and abilities. Strong emotional intelligence, empathy, and a commitment to Temasek's corporate MERITT values Team player, who can build and maintain strong and effective relationships within the team, with peers and also with other departments managing public equity positions across the Firm Key responsibilities: Management: Day to day oversight of direct reports. This includes guiding due diligence, development of team's research skills, regular one on one meetings to review investment theses, models and reports. Talent development, including coaching and mentoring, recruiting and hiring, and performance appraisal and management Develop and oversee the production of research output relevant to equity recommendations, including high quality and timely company notes and flash notes, valuation tables and periodic sector, regional and thematic research. Drive analytical excellence: Be passionate about building a high calibre equity research team, and managing them to full potential. Develop and improve the framework of stock ratings and recommendations (and their communication). Coach analysts on developing investment views and financial models (and act as a sounding board on thesis and counter thesis). Ensuring timeliness of research product with a focus on innovation and continuous development. Develop robust research process: Work with the AAT PMs to develop a robust process which supports equity investments and maintenance research. The process should be able to support (a) the idea generation framework and (b) decision making framework. Investment process and governance: Work with AAT PMs in communicating the portfolio strategy and individual stock thesis. In conjunction with the AAT PMs, develop and organize the governance framework for equity research recommendations for both research inclusion and portfolio inclusion. Reporting: Maintain and report on risk management of portfolio. Performance measurement and reporting. Communication: Respond to research requests from within the investment network and be a collaboration catalyst between AAT and Temasek's various sector and country teams Compliance, ethics and culture: Support adherence to regulatory, compliance, ethical and legal responsibilities for the equity research team Serving as a role model with these behaviours Be a strong culture carrier and support firmwide initiatives in building a great place to work