JOB PURPOSE:

As part of our initiative to start an Innovation Centre of Excellence for Sustainability in Singapore, we are looking for passionate and quick-thinking individual, in the area of Artificial Intelligence (AI) to join our dynamic team. The ideal candidate will have strong background in artificial intelligence and machine learning, and be responsible to develop cutting-edge solutions and drive AI solutions to empower management for better decision. This successful candidate needs to work with cross-functional teams to design, implement and optimize AI models and applications.

KEY RESPONSIBILITIES:

• Learn and understand WSI Sourcing business workflow and data requirements.
• In the capacity as an AI business partner, design, develop and deploy AI and machine learning models within the organization.
• Develop and implement data collection techniques where needed.
• Identify, analyze and preprocess large datasets to ensure quality and readiness for model training.
• Continuously monitor and improve model performance, accuracy and efficiency.
• Collaborate with software engineers to integrate AI solutions into existing systems and applications.
• Evaluate and define new process improvement opportunities

JOB HOLDER’S COMPETENCIES & EXPERIENCE:

• Bachelor’s or Master’s degree in Computer Science, Information Management, Statistics or Mathematics
• At least 3 years of relevant working experience in Artificial Intelligence, Machine Learning, Computer Vision, Statistics, Data Analytics, or Data Science
• Familiar with AI/ML frameworks and libraries.
• Experience with at least one programming languages, including Python, C#
• Technical expertise regarding data models, database design development, data mining and segmentation techniques would be advantages
• Experience with the implementation of Large Language Models and reinforcement learning will be preferred.
• Familiar with supply chain concepts and best practices is a plus.
• Proficient in data automation as well as intelligent document processing

Location: Jurong West

Requirements:

• Diploma in Science or its equivalent
• At least 1 year of experience supporting school operations.
• Preferred experience as a lab assistant in science laboratory school environment.
• Experience in creating digital resources such as presentations and videos according to Science Experiential Learning Experiences using powerpoint.

Scope of works:

• Preparation of resources / materials for Science laboratory activities and enrichment programme.
• Label and keep records of teachers’ desk copies, reference books, lab apparatus and chemicals
• Pack and organise the resources in the Science Rooms.
• Ensure lab equipment, materials and specimens are in good working conditions.
• Conduct stock-take at least twice a year and Maintain a stock book.
• Ensure safety of pupils in the Science rooms. Report any incident to Science HOD.

Mission

The PLC Software Engineer plays a critical role in maintaining the efficiency and reliability of our automation systems. They will be pivotal in ensuring that our systems are optimized for productivity, quality, and safety. Additionally, they will help drive continuous improvements and support future automation initiatives.

Main responsibilities

1. Focusing on the development, programming, and maintenance of automation systems.

2. Ensuring that control systems are properly installed, configured, and optimized to meet production and operational requirements.

3. Provide technical expertise in diagnosing and troubleshooting system issues, coordinating with cross-functional teams, and supporting continuous improvement projects in the automation domain.

List of tasks

• Design, program, and implement PLC-based control systems for automated equipment and processes.
• Develop and modify PLC software to meet operational requirements and ensure compatibility with hardware systems.
• Conduct testing, debugging, and troubleshooting of PLC systems to ensure smooth functioning.
• Collaborate with cross-functional teams, including production, maintenance, and engineering, to enhance automation solutions.
• Integrate PLCs with HMIs, SCADA systems, and other control system interfaces.
• Ensure compliance with industry standards and safety regulations in all automation systems.
• Document software and hardware configurations, changes, and procedures for future reference.
• Perform routine system maintenance and updates to optimize performance and minimize downtime.

Requirements

• Bachelor's degree in Electrical Engineering, Automation, Control Systems, or a related field.
• Experience in PLC programming, with knowledge of common PLC platforms (e.g., Siemens, Allen Bradley, Schneider).
• Strong technical expertise in Pharmaceuticals is an advantage.
• Familiarity with HMI and SCADA systems, including system integration and communication protocols.
• Strong understanding of industrial automation and control systems.
• Ability to work both independently and as part of a team in a fast-paced environment.
• Experience with system commissioning, maintenance, and optimization.
• Knowledge of safety standards and compliance regulations in automation and control systems.
• Travel expectations up to approx. 25%

Job Description

a) To report to the Manager or team leader as shown in the organization chart. He/she is responsible for the assigned or related project tasks and responsibilities.

b) The detailed duties and responsibilities include but not limited to the following:

• Study and fully understand the ISO requirements, technical drawings, scope, contractual requirements and sub-contract agreements. Work with the consultants to resolve technical issues prior to construction.
• Submit to superior for feedback and concurrence on short or medium-term programmes and execute the works according to the detailed programme.
• Ensure that the works are carried out according to the approved drawings, quality procedures and EHS requirements. Managing the works with excellent housekeeping is a key focus.
• For quality management, the engineer is responsible to fully implement with the quality recordings, carry out result analysis and formulate action plans for continuous improvement.
• Implement and maintain proper recordings to comply with EHS, quality, client and authorities’ requirements.
• Responsible for cost management so that the materials used for both temporary works and permanent works are not damaged or control the wastage within specified tolerance. Rework or abortive work which has serious time and cost impacts shall be avoided.
• Ad-hoc matters as assigned by the PM which is necessary for the execution of the project.

Job Requirements

• Diploma/Bachelor's degree in Civil & Structural Engineering
• Mininum 2 - 5 years' experience working in construction industry
• Preferably with HDB experience

Where you fit in

Maintenance Reliability Turn Around (MRTA) is about understanding and maintaining our equipment as effectively and efficiently as possible, making sure it performs as intended. The Maintenance discipline covers the development of Maintenance strategies and the planning, coordination, and execution of Maintenance activities. Maintenance ensures safe, defect free and efficient operations through the regular upkeep of equipment and tools in the most cost efficient and timely manner.

What’s the role?

As an Instrument/Quality Measuring Instrument (QMI) Field Execution Engineer/Assistant Engineer, you will be based in Shell Pulau Bukom under Maintenance Department with key accountabilities as the following:

• Provides day-to-day hands-on maintenance and troubleshooting including contractor/ specialist management for all Instrument/QMI maintenance related matters.
• Responsible for carrying out preventive and corrective maintenance works and ensuring plant equipment availability including instrumentation, control valves, analysers and the control system.
• Diagnose and troubleshoot instrumentation and control system malfunctions, ensuring timely resolution to minimize downtime.
• Perform preventive maintenance on instrumentation and control equipment by calibrating instruments, replacing components, and conducting routine checks.
• Develop and implement maintenance plans and procedures to ensure system integrity and performance.
• Analyse and interpret control system data to identify potential issues and optimize system performance.
• Support the development and implementation of upgrades and modifications to the instrument and control systems.
• Compliance to HSSE standards and requirements to make Shell Pulau Bukom a safe place to work, and accountable for all assigned Critical activities.
• Perform Authorized Applicant and/or Authorized Engineer as per Permit to Work (e-PTW) requirement.
• Participate in Asset Management System (AMS) & Maintenance Execution (ME) assessment and determine Instrument/QMI equipment maintenance task and schedule.
• Participate Field Acceptance Test/ Site Acceptance Test (FAT/SAT) and Functional testing to ensure equipment are meeting the design intent when required.
• Perform Instrument/QMI equipment condition monitoring & liaise with relevant subject matter experts (SME)/ specialist/ OEM to address any arising issues, problems & concerns.
• Prepares job specifications and costing for works involved and apply work clearance / permit for work execution.
• Participate and execute for Turnaround (TA)/ Pit-stop (PS) events in related Process Units (PUs).
• Maintains work requests and records on maintenance works using computerized maintenance management systems, GSAP-PM.
• Maintain accurate documentation for instrument and control systems, server systems, and maintenance activities. to ensure all equipment technical records and drawings are updated to reflect the latest changes.
• Contribute to the development of the annual operating budget of the section to ensure achievement operational targets of section.
• Attend Standby Duty callout to an Emergency work upon request

What we need from you

To be successful in this role, you will have:

• Assistant Engineer position: Minimum NITEC Level 2 certification in Instrumentation or Electronics or Electrical
• Engineer position: Minimum Diploma/Degree in Instrumentation or Electronics or Electrical
• 3-5 years of relevant experience in Instrument construction/ Maintenance in oil & gas, chemical/ petrochemical or related industries.
• Knowledge in basic control system and/or functional logic is an advantage.
• Proven ability to diagnose and troubleshoot instrument and control system malfunctions.
• Experience with calibration of industrial instrumentation.
• Understanding of control system principles (PLC, DCS) and communication protocols (OPC, Fieldbus, Modbus, HART, Vnet).
• Able to understand PID and have knowledge of instrumentation and control element
• Basic understanding of server system administration, including troubleshooting and maintenance procedures.
• SAP (GSAP) knowledge in Maintenance Module.
• Experience in field work interfacing and stakeholder’s engagement.
• Excellent communication, analytical, problem-solving, and troubleshooting skills.
• Self-motivated with a strong commitment to teamwork and collaboration and managing contractors and vendors.
• Able to work in Team environment as well as standalone when need arises.

About NSING:

As part of Nations Technologies Group, NSING was founded in 2018 in Singapore bringing high-performance semiconductor products and solutions to global semiconductor industry. Our products includes General and Secure MCU, Secure IC for TPM (Trusted Platform Module), Bluetooth Low Energy BLE and BMS (Battery Management System). When you join NSING, you will be part of a talented team in the Singapore R&D Center where we develop high performance MCU targeting for Industrial and Edge AI applications.

Your Role:
As an Embedded Software Engineer, you will contribute to the development of application test software, device drivers and customer reference software. You will be working in various aspects of the SoC development in FPGA prototyping, post silicon validation and customer reference applications.

• Work closely with SoC Design and Verification engineers to develop a comprehensive and complimentaryvalidation test plan.
• Participate in SoC design reviews to have in-depth understanding of the chip.
• Participate in PCB design review to provide requirements from software perspectives.
• Develop Hardware Abstract layer drivers for in-house testing as well as production ready SDK for customers.
• Validate new and existing hardware IP on FPGA prototype and actual silicon.
• Validate system level performance and test for robustness of SoC.
• Working with Product and Application team to develop software for the customer reference design in areas such as motor controls, Human Machine Interface (GPU), Edge Machine Learning applications.

Your Skills and Experiences:

• Bachelors or Master's degree in Electrical Engineering, Computer Engineering, or a related field.
• Minimum 3 years in firmware development in ARM-based MCU products.
• Minimum 2 years’ experience in the Semiconductor industry or equivalent technical knowledge/experience in electronics circuit design.
• Understanding of ARM architecture, heterogeneous multicore system, and communication interfaces such as USB, Ethernet, CAN, Bluetooth, SPI, I2C, UART, SDMMC will have an added advantage.
• Understanding of DVP, Graphics accelerator and machine learning models deployment.
• Worked with RTOS, device drivers, filesystems, HAL, security, and Software development cycle.
• Proficient in programming language of C, C++, and assemble language.
• Proven experience in common firmware development tools and lab tools, such as IDE (KEIL, IAR, GCC), Debugger (ULink, JLink), Lab equipment (Oscilloscopes, Programmable power supplies, Logic Analyzers etc.).
• Good with Electrical interface, schematic, electronic component specification and datasheet.

Other Skills:

• Strong analytical and problem-solving skills, with a keen attention to detail.
• Excellent communication and teamwork skills, with the ability to collaborate effectively in a cross-functional environment.
• Flexibility and adaptability and demonstrates ability to manage multiple tasks and projects, prioritizing effectively to meet deadlines.

Job Description & Requirements

Job Description

a) To report to the Manager or team leader as shown in the organization chart. He/she is responsible for the assigned or related project tasks and responsibilities.

b) The detailed duties and responsibilities include but not limited to the following:

i) Study and fully understand the ISO requirements, technical drawings, scope, contractual requirements and sub-contract agreements. Work with the consultants to resolve technical issues prior to construction.

ii) Submit to superior for feedback and concurrence on short or medium-term programmes and execute the works according to the detailed programme.

iii) Ensure that the works are carried out according to the approved drawings, quality procedures and EHS requirements. Managing the works with excellent housekeeping is a key focus.

iv) For quality management, the engineer is responsible to fully implement with the quality recordings, carry out result analysis and formulate action plans for continuous improvement.

v) Implement and maintain proper recordings to comply with EHS, quality, client and authorities’ requirements.

vi) Responsible for cost management so that the materials used for both temporary works and permanent works are not damaged or control the wastage within specified tolerance. Rework or abortive work which has serious time and cost impacts shall be avoided.

vii) Ad-hoc matters as assigned by the PM which is necessary for the execution of the project.

Job Requirements

- Diploma/Bachelor's degree in Mechanical Engineering

- Mininum 2 - 5 years' experience working in construction industry

- Have experience with HDB projects

NetVirta is a fast growing, venture-backed startup in the fashion fit technology space. If you’ve had difficulty shopping online because you couldn’t find clothing or footwear that fit, you’ve experienced the problem we address. It’s an issue that troubles shoppers around the world and NetVirta is uniquely positioned to solve it.

Founded by two MIT graduates and located in Boston and Singapore, NetVirta is the world’s leading fit technology provider for medical, retail and sports equipment brands, helping customers order the right size with precision 3D body scanning. We began serving the medical industry in 2013, helping doctors scan medical patients to create custom-fit orthotics and prosthetics. In 2017, we expanded to enable NFL and NCAA football players to obtain custom-fit helmets. Fast forward to 2022, NetVirta’s closed deals with multiple clothing and footwear brands in North America, Europe, and Asia.

We are proud to be certified as Great Place to Work® in Singapore.

What can you expect?

We are seeking a Machine Learning Engineer / Researcher who will assist the development and deployment of advanced machine learning models to power our recommendation system and search engine. In this role, you will have opportunities to work with state-of-the-art AI techniques, including large language and vision models, integrating them to complement our recommendation system and search architecture. You will also play a vital role in maintaining and evolving our AI systems throughout the different growth stages.

Responsibilities

• Build scalable recommendation and search engines tailored to fashion content.
• Lead the design, development, and optimization of machine learning models, especially in the context of fashion recommendation systems and search engines.
• Integrate various techniques to help tackle cold start problems, including

1. Content-based recommendation
2. Leveraging implicit user interaction signals
3. Large language (vision) models

Required Skills & Experience

• Bachelor’s, Master’s or PhD degree in Machine Learning, Computer Science, or a related field.
• Experience with Python and machine learning frameworks (eg., TensorFlow, PyTorch).
• Prior hands-on experience with recommendation & search systems and knowledge of its key components (retrieval, re-ranking, cold-start, etc).
• Familiarity with using large language models and computer vision techniques.
• Ability to collaborate in a fast-paced, cross-functional environment with strong communication and teamwork skills.

Good-To-Have

• Knowledge of reinforcement learning (e.g. multi-armed bandits and related techniques).
• Prior industry experience with A/B tests in the context of recommendation systems.
• Good understanding of the infrastructure behind large-scale recommendation and search systems.

What else is awaiting you?

• Career development opportunities, like mentoring, career exploration through a Japanese concept called Ikigai.
• Learning is fundamental to our culture, your growth together with Netvirta's are paramount to how we can transform the industry.
• Besides hard work, we value your well-being and want you to have fun too! Attractive compensation and benefits as well as engagement and welfare activities awaits you.
• Work alongside with friendly colleagues in a positive environment.

Job Description

Responsible for the execution of civil design involving the preparation of calculations and review of civil design drawings in accordance to customer specifications, applicable codes, standards and other generally accepted practices in the design of industrial plants such as petrochemical and oil refineries.

Duties & Responsibilities:

• To lead the Engineer team to carry out civil and structural engineering jobs in front end engineering design, detail engineering design.
• To assist discipline Manager in project civil portion manpower.
• To generate project specifications, design philosophy, calculation template to comply with clients’ requirement and local authority’s requirements.
• Civil project team manhour control, schedule control.
• To prepare foundation, structural or hydraulic calculation sheets, from simple to more complicated items, in accordance to project specifications, criteria and information. Ensuring correct and accurate calculations of loads and member sizes of structures. On average, a Civil Engineer II produces three simple foundation calculation designs a day or 1 structural calculation report a week.
• To prepare three-dimensional (3D) models and design drawings for structures and foundations as well as shop fabrication drawings.
• To supply design drawing information and instructions to Designers ensuring technical completeness and clearness of data for effective workflow.
• Usually prepares anchor bolt list and setting bolt list for client’s procurement purposes ensuring at least (+)/(-) 10% safety factor and meeting client requirements.
• Checks own design outputs and reviews design drawings to ensure accuracy and completeness to design requirements and concepts.
• May act as Assistant Key Person for small projects or NIDC projects.
• Coordinates with other Engineers and Designers to facilitate production of civil design and drawing outputs.
• Performs other functions that may be assigned by the Department Manager.

Requirements:

• Bachelor’s degree in Civil Engineering.
• Minimum of ten (10) years in the field of years plant engineering design and construction experience in Oil & Gas, Refinery, Petrochemical, Chemical, Pharmaceutical and industrial plants and consistent career experience in the engineering department

Skill Requirements:

• Ability to use computer equipment and peripherals to carry out routine computing tasks.
• Basic knowledge on STAAD, AutoCad and Micro station.
• Possess good communication and technical skills
• Strong leadership qualities and analytical and reasoning abilities.
• Ability to read, analyzes, and interprets common technical information, contract reports and instructions.

Responsibilities

1. Responsible for research and development of image generation technologies, including the development of foundational models for text-to-image generation, image editing techniques, image enhancement, and multimodal generation of text and images.

2. Keep up with the latest advancements in AIGC algorithms, be responsible for the research and development and engineering implementation of related technologies, and accelerate the adoption and optimization of cutting-edge AIGC technologies in business scenarios such as live broadcasting, short video, and instant messaging.

Requirements

• A Master's or Doctoral degree in computer vision, pattern recognition, machine learning, or related fields.

• Some work experience in computer vision, deep learning, machine learning, computer graphics, etc, familiar with mainstream models and algorithms, and capable of following up and implementing new algorithms.

• Strong engineering implementation ability, proficient in at least one deep learning framework (such as TensorFlow, PyTorch, etc.).

• Good learning ability, teamwork, and communication skills.

• Priority will be given to candidates with experience in GAN-related image generation and editing, video editing, style transfer, portrait editing, etc.

• Priority will be given to candidates with experience in Stable Diffusion, ControlNet, DreamBooth, LoRA, etc.

• Priority will be given to candidates who have published papers in internationally renowned AI conferences or have won awards in ACM competitions.

Responsibilities

1. Design & build the industry-leading recommendation system, promote & verify the performance

of recommendation algorithms.

2. Develop state-of-the-art machine learning models to solve problems

3. Understand product objectives and machine learning techniques, improve model and

recommendation strategy

4. Understand user behaviour and apply Machine Learning algorithms to optimize product

experience and business value.

Requirements

• Master's or doctorate degree in computer science, mathematics or related field.

• Skilled in Python C/C++ or other languages

• Master commonly used recommendation algorithms and machine learning algorithms have the

experience of recommending, advertising, or search algorithms.

• Excellent communication skills and teamwork skills.

Organisation Context

The Airspace Mobility Solutions (AMS) business, part of the Global Business Unit Land and Air Systems, is providing leading edge Air Traffic Management (ATM), Unmanned Traffic Management (UTM), Security and Digital Aviation solutions for the Commercial and Defence sectors.

The AMS business manages 11% of the world’s airspace and with revenues of over 500 million Euros worldwide, is the global market leader in airspace management solutions. In Singapore, the business focus is the delivery and support of two key ATM solutions including TopSKY-ATC(HE) and LORADS-III.

This role will initially support the TopSKY-ATC (HE) product.

Role Description

The Principle Systems Engineer will engage with key stakeholders, including; solution architects, speciality engineers (Safety, Security, HF) and ATM subject matter experts to prepare and deliver requirement and design changes with reference to a defined system functional baseline to satisfy customer needs and project/bid cost targets.

Responsibilities

· Design, develop and document solutions to meet customer requirements, whilst ensuring the integrity of the System functional baseline and architecture

· Define solutions that deliver the best trade-off between requirements, cost, schedule and risk, which meet our customer’s needs

· Ensure the transversal constraints related to the function are considered (Safety, Human Factor, Performance, Security)

· Lead the technical reviews, including internal and with the Customer

· Lead technical working groups both internally and externally to define technical solution

• Proactively participate in PI planning and backlog refinement including contributing to the effort estimation

· Prepare Engineering Change Proposals (ECPs) and Problem Change Requests (PCRs)

· Develop and manage traceability of requirements using DOORS, including the Functional, Allocated and Product baselines.

· Perform peer reviews of engineering documentation written by other team members

· Proactively support your Squad members (software, integration and verification)

· Support the Product Owner (PO) and Scrum Master (SM)

o Make recommendations on strategies to improve performance or productivity

o Identify risks, and proposing effective solution early and executing mitigation actions

o Provide input into the planning and coordination of program integration activities

· Promote knowledge sharing ensuring that work is captured sufficiently for re-use across projects

· Provide technical oversight to the Squads within the broader team, ensuring that the designed solution is implemented as per the design and in accordance to the schedule and cost and quality constraints.

· Define and report on KPIs for the function

• Work in accordance with the defined Thales processes and practices, and contribute to their improvement.

Knowledge, Skills & Experience

Qualifications

· Degree in Engineering, IT or related discipline

· Postgraduate studies in Systems Engineering (Desirable)

Essential Experience

· Air Traffic Management in one or more of the following functional areas:

o Coordination

o Surveillance

o Adaptation/Configuration

o Interpartition/SWIM

o Profile

o HMI

o Tower

o Simulation and Training

o Safety Nets/Conflict Detection

o AMAN/DMAN

· Proven experience in Systems Engineering (7+ years) including; Requirements, Design, Integration and Verification and Validation

· Experience with Systems Engineering Standards eg. ISO/IEC15288

· Proven experience in the ATM Domain and related standards eg. ICAO, Eurocontrol

· Proven experience in the development of products and projects in a variety of methodologies, with a particular focus on iterative/agile development

· Proven experience working in an Agile framework

· Experience with Safety, Security and Human Factors standards and practices

· Demonstrated ability to achieve effective outcomes in a multidiscipline, multi-culture environment

· Coaching and sharing of his/her know-how

• Capability to manage various stakeholders having different objectives

· A positive attitude combined with excellent interpersonal and motivational skills.

· Comfort in facing and managing complexity

· Sound judgement and independent decision-making capability where necessary

· Excellent written and oral communication skills in English

Desirable:

· Experience in System Engineering tools eg. DOORs, Polarian, Jira

· Experience in Model Based Systems Engineering and tools eg. Capella, Enterprise Architect

· Experience in working in a Scaled Agile Framework (SAFe)

· French Literacy

General / Special Requirements

· Assist in ensuring a harmonious work environment in all departments that you are working with by upholding Thales' key values.

· An advocate for diversity and inclusion who will be actively involved in implementing change initiatives to achieve our diversity goals

· An advocate for a culture of continuous improvement

· An advocate for Accountability, transparency and curiosity

· Comply with all relevant company Occupational Health, Safety and Environmental policies and framework and work practices with the intent of preventing or minimising accidental exposures to self, colleagues, visitors and/or the environment and to ensure a safe work practises at all times.

· Comply with all relevant Company policies and procedures.

SPECIAL REQUIREMENTS

· Occasional international travel may be required

Interested applicants are invited to apply directly at the NUS Career Portal

Your application will be processed only if you apply via NUS Career Portal

We regret that only shortlisted candidates will be notified.

Job Description

Assistant Professor, Shengxiao (Alex) Li (Department of Architecture) is looking for a full-time research assistant/engineer to join in January 2025 and work on projects related to migration of older people and sustainable governance. Potential projects include using LinkedIn data to examine employment networks of sustainability-related employees and their impacts on governance outcomes, and migration networks of older Americans and potential drivers. The research assistant/engineer will meet with Alex regularly and report directly to Alex. Tasks of the research assistant/engineer include but not limited to reviewing literature; collecting, cleaning, and analyzing data sets; preparing research reports and funding applications; and fitting models using network analysis or big data analytics. They will also have the opportunity to work with a group of scholars from various disciplines, including but not limited to economics, sociology and engineering, and co-author on academic papers (depending on the contributions of the person hired for this position)

The position is a one-year appointment and might be renewable based on the performance and career plan of the hired person.

To apply for this position, please include:

• A cover letter briefing your interests in this position and how your past experience fit with this position;
• Your current CV detailing your educational background, skills (language and research methods), and relevant working experience;
• A writing sample.

Alex will review the materials from early November and will conduct interviews and make a decision by the middle of November.

Qualifications

Requirements:

• A bachelor’s or master’s degree in civil engineering, data science, computational social science, or other relevant disciplines by January of 2025.
• Good time management and multi-tasking skills;
• Passion/interest in one or more topics above;
• Excellent spoken and written English;
• Highly motived and with independent working ability;
• Statistical knowledge and command at least one of the following programming languages: R/Stata/Python.
• Experience of working on literature review and data analysis.
• Experience of using network analysis methods;
• Experience of using large-scale data sets, like smartphone data, smart card data, or large-scale administrative data;

Preferred skills:

• Excellent communication and experience in interviewing in English;
• Experience in interdisciplinary collaborations and research.

Responsibilities

1. Responsible for the technical research of large language models related to Bigo's business scenarios including but not limited to pre-training, SFT (Supervised Fine-Tuning), and RLHF (Reinforcement Learning from Human Feedback).

2. Implement large model landing in conjunction with the business scenarios, including data construction, large model evaluation, prompt design, and AI agent development.

3. Keep up with the latest advancements in large-model technology, and be responsible for the development and engineering implementation of related technologies, accelerating the landing and optimization of cutting-edge large-model technology in business scenarios such as live broadcasting, short video, and instant messaging.

Requirements

• Master's or Ph.D. degree in Computer Science, Statistics, Machine Learning, Mathematics, or related fields.

• Strong engineering implementation ability, proficient in at least one deep learning framework (such as TensorFlow, PyTorch, etc.).

• Good learning ability, teamwork, and communication skills.

• Experience in LLM pre-training, SFT, RLHF, Prompt, AI agent, etc. is preferred.

• Priority will be given to those who have published papers in internationally renowned AI conferences or have won awards in ACM competitions.

Department Overview:

The stage R&D department develops new technologies and products for the stage business unit. We work on a wide range ofproducts ranging from ultraprecision systems that achieve nanometer-level precision for semiconductor applications, to large format and highly dynamic gantry systems capable of accelerating hundreds of kilograms of mass in excess of 4 g's. The R&Dteam comprises members with diverse technical specialities working in an interdisciplinary setting on some of the mostchallenging technical problems in the company.

Job Description

• Carry out mechanical design of multi-axis stages and motion systems.
• Carry out basic engineering analysis & computation to validate preliminary design concepts.
• Carry out finite element analysis to optimise and validate mechanical static and dynamic. characteristics-Prepare engineering drawing packages (2D and 3D) for manufacturing.
• Prepare manufacturing documentation of new products (e.g. assembly drawings, work instructions, test plans) to prepare for transfer to manufacturing.
• Conduct hands-on assembly and mechatronics debugging of prototype stages or motion systems.
• Design and conduct experiments to address gaps in knowledge and mitigate technical risk of design.
• Work with local and overseas teams (such as Sales, Applications, Manufacturing) within the organisation to support theentire product lifecycle (i.e. from conceptualisation to commercialisation).

Qualifications

• Undergraduate training in Mechanical / Mechatronics engineering or related field, prefer GPA better than 4 out of 5.
• Preferably with 1-2 Year(s) of working experience in relevant engineering industry.
• Applicants without experience but with good learning ability are welcome to apply.
• We will consider applicants with alternative background with strong interest and motivation to learn.

Other Information

Skillset(s) Requirement:

1. Knowledge of CAD tools.
2. Understanding of basic mechanical engineering analysis and design calculations for precision design.
3. Experience with Finite Element Analysis of Mechanical static and dynamic modelling/simulation would be a plus.
4. Ability to design and conduct simple experiments, and to draw meaningful conclusions from the results.
5. Hands-on experience in performing mechanical assembly and testing validation.
6. Experience and/or knowledge in basic technical documentation preparation (e.g. assembly work instructions).

Attributes:

1. High willingness to learn and commitment to developing as proficient practicing engineer.
2. Strong and clear communicator.
3. Conscientious worker with ability to perform under dynamic high-stress situations.
4. Basic time management skills to handle assigned tasks independently with limited supervision.
5. Meticulous attention to quality, detail and reliability.

Responsibilities

1. Responsible for the technical research of large language models related to Bigo's business scenarios including but not limited to pre-training, SFT (Supervised Fine-Tuning), and RLHF (Reinforcement Learning from Human Feedback).

2. Implement large model landing in conjunction with the business scenarios, including data construction, large model evaluation, prompt design, and AI agent development.

3. Keep up with the latest advancements in large-model technology, and be responsible for the development and engineering implementation of related technologies, accelerating the landing and optimization of cutting-edge large-model technology in business scenarios such as live broadcasting, short video, and instant messaging.

Requirements

• Master's or Ph.D. degree in Computer Science, Statistics, Machine Learning, Mathematics, or related fields.

• Strong engineering implementation ability, proficient in at least one deep learning framework (such as TensorFlow, PyTorch, etc.).

• Good learning ability, teamwork, and communication skills.

• Experience in LLM pre-training, SFT, RLHF, Prompt, AI agent, etc. is preferred.

• Priority will be given to those who have published papers in internationally renowned AI conferences or have won awards in ACM competitions.

We are seeking talents who are motivated and analytical to join our team. We are working on an enterprise level IoT with ML model for one of the largest operator groups in the Singapore healthcare industry. This internship provides practical experience in IoT system, data analysis, machine learning, algorithms in a nascent healthcare application.

Primary Responsibility

• Working with software programmers to monitor progress and testing criteria.

• Perform edge device coding and de-bugging as necessary.

• Perform data analytics.

• Monitor system testing and project milestones.

• Monitor user requirements and software changes.

• Assist in IoT sensors and hardware testing.

Requirement

• Diploma or Degree with EE or software engineering.

Preferably familiar with IoT and cloud architecture.

• Ability to handle system integrated testing.

• Must have interest in a total system development.

• Problem solving skillset is a must.

Benefits

• Work in a dynamic pace and product rich environment.

• Able to work with and experience best-of-breed software design and implement experts.

• Abundance of deep-tech learning experience.

Organisation Context

The Airspace Mobility Solutions (AMS) business, part of the Global Business Unit Land and Air Systems, is providing leading edge Air Traffic Management (ATM), Unmanned Traffic Management (UTM), Security and Digital Aviation solutions for the Commercial and Defence sectors.

The AMS business manages 11% of the world’s airspace and with revenues of over 500 million Euros worldwide, is the global market leader in airspace management solutions. In Singapore, the business focus is the delivery and support of two key ATM solutions including TopSKY-ATC(HE) and LORADS-III.

This role will initially support the TopSKY-ATC (HE) product.

Role Description

In this role you will work in an international multidisciplinary team focused on the Verification and Validation of the TopSKY HE product in order to confirm compliance to requirements and the fitness for purpose in accordance with Operational Scenarios. You will be responsible for the design and execution of the procedures and scenarios.

Responsibilities

• Verification of the solution to confirm the system’s compliance to the Functional Baseline requirements
• Validation of the solution to confirm the system’s fitness for purpose in accordance with the Operational Concepts.
• Contribute in System Requirement Analysis activities to confirm requirements are testable and allocate a Verification Method(s) and Verification Phase(s), documented in the Verification Cross Reference Matrix (VCRM).
• Proactively participate in PI planning and backlog refinement including contributing to the effort estimation
• Conduct of the verification and validation tests in accordance with the Project Plan(s) and Project Schedule at the program’s relevant location (Thales ’premises, supplier premises and/or customer premises)
• Conduct of verification and validation tests during formal testing activities Acceptance Verification and Validation (AV&V) with the Customer.
• Communicate with both internal and external stakeholders for the V&V testing activities.
• Participate in System Requirement Analysis workshops, internally, with suppliers and with the Customer.
• Participate in Test Procedure Reviews and Test Readiness Reviews, internally, with suppliers and with the Customer.
• Report regularly on the progress of the testing activity against the agreed planning and budget
• Record the test results in the project Test Management System and any defects in the Defect Management System.
• Contribute to the Defect CCB by providing summary defect status and impact assessments
• Track and verify and validate defect corrections including regression testing.
• Maintain and retest test procedures as requirements are changed
• Produce Test Procedure Books and Test Reports.

· Support your Squad members (software, integration and verification)

· Support the Product Owner (PO) and Scrum Master (SM)

o Make recommendations on strategies to improve performance or productivity

o Identify risks, and proposing effective solution early and executing mitigation actions

o Provide input into the planning and coordination of program integration activities

• Contribute to the development of Policies, Processes and Procedures for the V&V activities best practice
• Leading Technical Working groups both internally and externally to define technical solutions
• Mentoring and support to all personnel involved in V&V activities, and contribute to succession plans for key V&V roles.
• Contribute to the development of V&V Engineering estimates for any modification proposals to the baseline in the context of projects/bids
• Work in accordance with the defined Thales processes and practices, and contribute to their improvement.

Knowledge, Skills & Experience

Qualifications

• Degree in Engineering, Computer Science or related discipline

Essential Experience

· Test Engineering / Test Analyst experience of large, complex, real time software based systems (5+ years)

· Experience in Air Traffic Management Verification and Validation Scenario design and execution

· ATM experience in the following areas:

o Airspace

o Coordination

o ATM HMI

o Interpartition

o Adaptation/Configuration

· Experience with Air Traffic Management standards eg. ICAO, Eurocontrol, AID

· Application of domain knowledge to high value complex design, development and integration projects.

· Proven experience in conducting objective reviews of verification and validation artefacts

· Proven problem identification and analysis skills and system requirements analysis skills

· Experience in working in a multi-disciplinary integrated team environment

· A positive attitude combined with excellent interpersonal and motivational skills.

· Sound judgement and independent decision-making capability where necessary

· Excellent written and oral communication skills in English

Desirable:

· Experience in Air Traffic Management Operations

· Experience in System Engineering tools eg. DOORs, Jira

· Experience in Verification and Validation Tools eg. Vivaldi, Jira

· Experience in working in a Scaled Agile Framework (SAFe)

· International Software Testing Qualification Board (ISTQB)

· Advanced Test Analyst CTAL-TA Certification

· French Literacy

General / Special Requirements

· Assist in ensuring a harmonious work environment in all departments that you are working with by upholding Thales' key values.

· An advocate for diversity and inclusion who will be actively involved in implementing change initiatives to achieve our diversity goals

· An advocate for a culture of continuous improvement

· An advocate for Accountability, transparency and curiosity

· Comply with all relevant company Occupational Health, Safety and Environmental policies and framework and work practices with the intent of preventing or minimising accidental exposures to self, colleagues, visitors and/or the environment and to ensure a safe work practises at all times.

· Comply with all relevant Company policies and procedures.

SPECIAL REQUIREMENTS

· Occasional international travel may be required

Responsibilities

1. Responsible for the technical research of large language models related to Bigo's business scenarios including but not limited to pre-training, SFT (Supervised Fine-Tuning), and RLHF (Reinforcement Learning from Human Feedback).

2. Implement large model landing in conjunction with the business scenarios, including data construction, large model evaluation, prompt design, and AI agent development.

3. Keep up with the latest advancements in large-model technology, and be responsible for the development and engineering implementation of related technologies, accelerating the landing and optimization of cutting-edge large-model technology in business scenarios such as live broadcasting, short video, and instant messaging.

Requirements

• Master's or Ph.D. degree in Computer Science, Statistics, Machine Learning, Mathematics, or related fields.

• Strong engineering implementation ability, proficient in at least one deep learning framework (such as TensorFlow, PyTorch, etc.).

• Good learning ability, teamwork, and communication skills.

• Experience in LLM pre-training, SFT, RLHF, Prompt, AI agent, etc. is preferred.

• Priority will be given to those who have published papers in internationally renowned AI conferences or have won awards in ACM competitions.

Responsibilities:

Program Support Activities

• Develop and deliver training within the scope of ATM system contracts.
• Develop and maintain the training syllabus including:Production and maintenance of training methods/tooling and documentation as directed by the Training Manager.
  Maintenance of eLearning syllabus/content.
  Managing access to eLearning as required by project/program requirements.
• Provide operational support to V&V:Contributing to test validation on time and on budget, in cooperation with the customer representatives, during Factory Acceptance Tests (FAT) and Site Acceptance Tests (SAT) at the program’s relevant site
• Contributing operational concept/context to the correction and validating the Problem Change Reports (PCR’s) in coordination with the other teams (e.g. System Engineering, V&V)
• Contribute to the maintenance of traceability between customer requirements and the functional baseline
• Support Technical Working groups both internally and externally to define technical solutions that are operationally fit-for-purpose.
• Develop and conduct test procedures in conformity with specifications in order to ensure customers’ acceptance of ATM products.
• Provide system use guidance to existing and potential customers when required.
• Deliver ATC Awareness training as required to internal AMS teams.

Bid and Strategic Business Activity

• Provide ATS support and advice to the Thales Engineering and Marketing teams.
• Support development of Sales & Marketing Department product demonstrations in responding to Requests for Tender.
• Deliver product demonstrations to:prospective clients
  client management, technical and operations personnel.
• Review and provide feedback of proposed enhancements of the TopSky product [product roadmap]
• Assist the Operational Support and Training Manager with preparation/validation of AOS estimates in the context of projects/bids

General

• Prioritisation of competing deadline activities
• Identify risks, and propose effective solutions; execute mitigation actions and report on outcomes and residual risks
• Provide recommendations to Lead ATC Operations Specialist and Operational Authorities on modification of ATM related products/features.

Requirements:

• At least 5 years of Operational ATC experience across multiple disciplines.
• Firm understanding and demonstrated experience in training development and instruction.
• Significant ATM product knowledge or at least 2 years as a member of a Project Team involved in the implementation of a modern ATM system
• Excellent written and oral communications skills
• Capable of working in a self-directed environment without direct supervision
• Ability to work in a multicultural environment,
• Assist in ensuring a harmonious work environment in all departments that you are working with by upholding Thales's key values
• Comply with all relevant company Occupational Health, Safety and Environmental policies and frameworks and work practices, with the intent of preventing or minimising accidental exposures to self, colleagues, visitors and/or the environment and to ensure safe work practises at all times.
• Comply with all relevant Company policies and procedures
• Willingness to undertake periodic interstate or international travel as part of project/program support.
• ATM End users in-the-field use of Thales solutions / products.
• Operational activities, organisations, roles and customer decision making processes when implementing Thales solutions / products.
• The trend of the evolutions of the strategic operational approaches and the future needs of the customers / users.
• Air Traffic Control Licence (Current or previously held) will be added advantage.
• Knowledge in Operating System [UNIX, Linux, Windows] will be added advantage.
• Proven problem identification and analysis skills and system requirements analysis skills
• PC Software - Word, Access, Excel, PowerPoint, AuthorIT.

• Develop channel partners’ aftermarket capability in a geographic area by resolving product, performance, and process issues.
• Resolve product process and technical issues and ensured dealers meet customer ownership experience, profitability, and growth expectations.
• Communicates with factories on appropriate issues and solutions
• Delivers product training, technical, and/or management training to channel partners, company employees or customers
• Facilitates channel partner employee development by counseling them on training plans and class enrollment.
• Administer product warranty, product support policies and/or processes and other reimbursement policies.
• Provides marketing support to ensure product optimization via customer clinics and assisting with demonstrations and farm shows.

As a University of Applied Learning, SIT works closely with industry in our research pursuits. Our research staff will have the opportunity to be equipped with applied research skill sets that are relevant to industry demands while working on research projects in SIT.

The primary responsibility of this role is to deliver on a research project where you will be part of the research team to develop yeast and fungi for food ingredient and biochemical production. The specific goals are:

1. Metabolic engineering of Yarrowia and Candida yeasts for organic acid production
2. Design and optimization of fermentation method in 10L and 100L stirred tank vessels

Key Responsibilities:

• Fulfill the primary responsibilities within the project:
  i. Deliver structured presentations of research plans and findings every two weeks.
  ii. Provide guidance and mentorship to junior research engineers and undergraduate students working in the same research field.
  iii. Prepare scientific manuscripts for reporting and potential publication (as first or co-author).
• Prepare writeup for new research grant application
• Support undergraduate lab class conduct where applied research outcomes are utilized in undergraduate teaching.
• Conduct thorough risk assessments and ensure adherence to work, safety, and health regulations for all research activities.
• Coordinate procurement activities with licensed vendors for research items.

Job Requirements:

• Have a relevant PhD degree in Biochemistry or Biochemical Engineering
• Have at least 1 year experience with the metabolic engineering of Yarrowia and Candida yeasts, including foreign gene expression and gene deletion.
• Have at least 1 year experience with the use of bioreactor, HPLC-MS and GC-MS.
• Prior experience in the genetic manipulation of filamentous fungi cell line engineering is advantageous.

Key Competencies

• Able to build and maintain strong working relationships with people within and external to the university.
• Self-directed learner who believes in continuous learning and development
• Proficient in technical writing and presentation
• Possess strong analytical and critical thinking skills
• Show strong initiative, take ownership of work, and able to cope with failures

• Install, upgrade, support and troubleshoot Windows 7, Windows 8.1, Windows 10 and Microsoft Office
• Dealing with hardware and application support queries and issues reported to the support desk and escalated to the Desktop Support Engineers
• Provide user data and application recovery
• Providing Remotely support.
• Use diagnostic tools to troubleshoot problems associated with network connectivity, and workstation hardware/software
• Use tools and methodologies to load, copy and customize operating system configurations for deployment
• Responsible for tracking hardware and software inventory
• Familiarize end users on basic software, hardware and peripheral device operation
• Take ownership and responsibility of queries, issues and problems assigned to the Desktop Support Engineers
• Works with vendor support contacts to resolve technical issues within the desktop environment
• Escalate issues and involve experts wherever required in order to resolve issues as quickly as possible and any other authorized desktop applications & Microsoft or related security patches/Policies
• Install, upgrade, support and troubleshoot for printers, computer hardware and any other authorized peripheral equipment
• Performs general preventative maintenance tasks on computers, laptops, printers and any other authorized peripheral equipment
• Performs remedial repairs on computers, laptops, printers and any other authorized peripheral equipment
• Customize desktop hardware to meet user specifications and site standards
• Provide VIP support (When required)
• Resolve and update incidents with in SLA and also update stakeholders for P1 cases

Ideally you have

• Min. O-levels or NITEC / Diploma / Degree in Computer Science, Information Technology, Infrastructure Support or related field.
• All candidates with Desktop / IT Support experience (Minimum 6 months of working or internship exp.) or those with related knowledge are all welcome to apply!

Responsibilities:

· Software development and implementation for high speed automated equipment

· Software design, coding, testing, debugging and validating

· Evaluating and establishing system performance and specifications

· Provide software technical support to a team of field service engineers

· Software maintenance of existing equipment

Requirements:

· Degree in any Engineering discipline with minimum 3 years of experience in software development in the automation / semiconductor industry

· Strong programming skills in C / C++

· Must have good hands-on experience in programming multi-threaded windows application using Visual C++

· Good knowledge of electronic components, motion control and interfacing with inspection systems

· Strong Mathematical and Algorithmic development skills

· Must be self-motivated and able to work independently

· Proficient in English (both written and spoken)

· Able to travel overseas for field support when required

· Must be prepared to work overtime when necessary

The C&Q Engineer is responsible for Commissioning & Qualification (C&Q) of equipment/system. All C&Q activities are carried out according to site SOPs and the current version of GMP (Good Manufacturing Practice).

The responsibilities of the C&Q Engineer include:

• Ensure 95% training completion at all times

• Already possess knowledge & skills to use Kaye Validator AVS and Data Logger for Temperature Mapping

• Drafting of all required Commissioning & Qualification Deliverables (e.g GMP-FRA, Concept Paper, Qualification Plan, Commissioning Test Plan, CTS, Design Qualification, TSIQ, TSOQ, TSPQ, CIP, SIP, Qualification Release documents, Qualification Summary Reports etc)

• Attend project meetings

• Stakeholder Management & Alignment with QA, MU, MS&T, Projects etc

• Develop & Track the Overall C&Q schedule (e.g protocol generation, field execution, review and approval dates etc)

• Responsible for following up closely with respective functions on items gating Commissioning & Qualification.

• Perform Pre-Requisite checks for each Commissioning & Qualification Phases prior to protocol execution

• Management of project deficiencies, project deviations, Non-conformance Report (NCR), 1QEM (Trackwise) etc and lead investigation (e.g root cause analysis) during commissioning & qualification

• Perform field execution of all required Commissioning & Qualification Deliverables (e.g CTS, TSIQ, TSOQ, TSPQ, CIP, SIP, Sterile Hold Studies etc etc)

• Perform commissioning & qualification protocol compilations

• Ensure all commissioning & qualification protocols are reviewed and QA post approved before due date

• Perform provisional and final project handover

• Develop project document management and archiving concept

• Develop & execute Sterile Hold Studies for MU equipment

Any other tasks as assigned by C&Q Leader.

Job Requirement:

· Degree in engineering (Dipl. Ing. / M. Sc. / B. Sc.) or equivalent·

· More than 1 year of engineering project / commissioning / qualification / Compliance in Pharma

· Good technical knowledge with demonstrated ability to deliver safe, effective and fully compliant projects

· Outstanding GxP and regulatory knowledge

· Advanced HSE knowledge

· Fluent in English and proficient in local language