Total 326 science job vacancies in Malaysia

Based in Singapore, the Data ScienceIntern will develop and apply machine learning and computer vision techniquesto extract actionable insights from data collected by inspection and NDT tools,helping to advance the company's software products and solutions.

What will you do

• Develop tools to process the high volume of information collected by cameras and NDTtools (e.g Ground Penetrating Radar)
• Uncover hidden data correlations in aforementioned data (e.g. presence of corrosion vs concrete cover vs geographical location)
• Improve existing software tools using data science

1. Discover, learn and apply state-of-the-art Machine Learning techniques to InspectionTech problems.
2. Leverage data science techniques to improve customer insights in the InspectionTech space.

• Support project lifecycles from brainstorming to production
• Contribute to developing cutting-edge software and solutions that add value to the company and its customers.

What do we expect

• Pursuing a bachelor’s degree in Computer Science or related fields.
• Knowledge in Machine Learning libraries such as PyTorch.
• Knowledge in Computer Vision libraries such as OpenCV.
• Knowledge in Python and neural network frameworks (Pytorch, TensorFlow).

You can make a difference!

Be part of our team in inspiring children to love Science and Robotics. Using our ready lesson packs, you will deliver hands-on lessons with props and materials.

Jobscope:

• Conduct lessons using lesson packs
• Mark students' work
• Give feedback to parents

Perfect for individuals who have:

• Certificate/Diploma/ Degrees in Early Childhood Care & Education or Diploma/ Degrees in Science, Computer Sciences, Engineering and related fields.
• Passion in teaching children
• Time for flexible work arrangement (eg, homemakers, part-time students, undergraduates)

Working days and timings:

• Able to commit to 2 to 3 hours per afternoon on weekdays between 4.00 to 6.00pm
• Able to commit to assignment for at least 4 months
• Available assignments at Jurong East, Jurong West, Bukit Panjang and Bukit Batok.

Qualities:

• Pleasant and professional personal decorum with a caring and cheerful disposition.
• Have high level of self-motivation and independence.
• Fluent in written and spoken English.

[Job Order ID:1601513]

Responsibilities:

• Prepare accurate and timely quotations to support sales activities and tender submissions.
• Follow up on sales orders to ensure smooth processing and high levels of customer satisfaction.
• Generate reports and maintain accurate, up-to-date databases for operational tracking and management review.
• Build and maintain positive relationships with customers to support retention and service excellence.
• Prepare documents, presentations, and spreadsheets using Microsoft Office to support sales and marketing activities.
• Collaborate with internal teams to achieve shared objectives and meet operational deliverables.
• Manage administrative tasks with a high level of organisation and attention to detail.
• Support sales and inventory processes using SAP, SAGE, or other ERP systems, where applicable.

Requirements:

• At least 3 years of relevant experience in sales support, order management, or business operations.
• Experience in the scientific or medical equipment, devices, or consumables industry is an added advantage.
• Strong communication skills with proficiency in spoken and written English for liaising with English-speaking clients and stakeholders.
• Proficient in Microsoft Office applications, including Word, Excel, and PowerPoint.
• Meticulous, well-organised, and detail-oriented with strong administrative capabilities.
• Positive, proactive attitude with a willingness to learn and grow.
• Familiarity with SAP or other ERP systems is an added advantage.
• Team-oriented individual with the ability to collaborate effectively across departments.

We regret that only shortlisted candidates will be notified. However, rest assured that all applications will be updated to our resume bank for future opportunities.

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EA Personnel Name: Marcus koo JunJie

EA Personnel Registration Number: R26160924

EA License No.: 07C5771

Established in 1992, the Wee Kim Wee School of Communication and Information (WKWSCI) is the only full-fledged communication school in Singapore and is a world-class centre of excellence with an international faculty, state-of-the-art research laboratories, and global institutional affiliations.

We are looking for a Research Engineer I / Research Engineer II (1-year contract) to support a research project examining disinformation and propaganda operations across Southeast Asia and their impact on Singaporeans. The project will focus on the digital space, including social media and messaging apps.

Key Responsibilities:

• Collect, scrape, and clean large datasets from online platforms and media sources.

• Conduct computational analysis of disinformation and propaganda networks.

• Develop and apply data visualization techniques to present findings clearly.

• Collaborate on research design and methodology discussions.

• Co-author academic papers, conference submissions, and project reports.

• Support literature reviews and integrate computational insights into theoretical frameworks.

• Assist in preparing presentations and communicating findings to stakeholders.

• Assist in logistics, such as equipment purchasing and hiring student assistants

Job Requirements:

• Bachelor’s or Master’s degree in computer science, data science, information studies, or related fields.

• Strong programming skills (e.g., Python, R) for data scraping, cleaning, and analysis.

• Experience with data visualization tools and libraries (e.g., Tableau, matplotlib, ggplot).

• Familiarity with social media APIs and web scraping frameworks.

• Ability to run statistical and computational analyses (e.g., regression, network analysis, machine learning).

• Academic writing skills and willingness to co-author publications.

• Strong problem-solving skills and ability to work independently and collaboratively.

• Prior experience in computational social science or related projects is preferred; Entry level candidates with relevant skills are welcome to apply.

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

Job Scope:
Science Lab:

1. General cleaning of labs (mainly wiping of benches, keep walkways and work areas clutter-free and clean, disposal of rubbish bins in the labs)
2. Clean and maintain science laboratory apparatus, equipment and materials
3. To do simple preparation based on the instructions of STEM instructors (SI) such as cutting litmus papers, laying out and keeping of apparatus.
4. For Preliminary Examinations, to also assist SIs to do simple preparation.
5. Do general cleaning of laboratories to prepare for the start of the new school term.

Operations: (06.45am to 12pm)

1. Responsible for the cleanliness of classrooms, special rooms, staff rooms, school commonareas and General Office.

2. Supporting school to providelogistic support for special events and daily activities, ensuring thevenue/room is properly set up in advance.

3. Attend to logistics formeetings and events (setting up and clearing up of venue).

4. Responsiblefor the security of classrooms, offices and common areas in the school by locking and unlocking doors, windows and shutters.

5. Assist the Operations Manager in basic facilities management and maintenance. Conductregular checks on facilities, escorting of Term Contractors, Pest Controllers and reporting faults to the Operation Manager.

6. Daily Checking of areas under their charge to ensure areas are well maintained.

7. Any other duties assigned by School Leaders/Operational Managers/Admin Managers.

*Please note that the school is 4-storey high, with no lift facility.

Requirements:

• Preferably a PSLE certification
• Has prior experience of operational work or school laboratory in schools.
• Good communication and written skills

Working Hours: Mondays to Fridays: 6.45am to 3.45pm
Contract Period: 25 May 2026 to 30 November 2026
Salary: $1980-$2200/month

Location: Sengkang

EA License No.: 96C4864

Reg No.: R26159658 BRANN LEONG CHUN HOE

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty.

A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.

Job Responsibilities:

• Literature review of existing methods and models

• Identify the weaknesses of existing models

• Propose and develop state-of-the-art methods to overcome existing problems.

• Train and evaluate the models and systemically compare them with recent models.

• Prepare papers and reports.

• Develop systems based on the developed models for agencies/commercial partners

• Supervise junior researchers and master students

Job Requirements:

• Preferably PhD in Computer Engineering, Computer Science, Electronics Engineering or equivalent.

• Independent, highly analytical, proactive and a team player

• Excellent teamwork and verbal, written communication skills

• In-depth knowledge of deep learning, specifically, foundation models, diffusion models is a must.
  1) For image/video watermarking: In depth knowledge of AI editing methods and property of generative models.

2)For video processing: In depth knowledge of open object detection, video summarization, key-frame extraction.

• Demonstrated capability to conduct innovative research.

• The ability and willingness to adapt and incorporate novel ideas and approaches in scientific industry.

• Demonstrated ability to formulate hypothesis and design effective experimental plans.

• Ability to design and implement new experimental methods.

• High-level expertise in the required experiment or modelling methods.

• Ability to initiate collaboration research in multidisciplinary team.

• Oversee and report project progress.

• Ability and willingness to work some flexible hours.

• A strong publication record at top AI conferences or journals, such as CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, TPAMI, TIP, TIFS, and TMM

• Preferably publications related image/video watermarking or video processing

• Strong software implementation skills.

• Preferably 4 years+ research experience, including PhD study.

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty.

A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.

Key Responsibilities:

• Expected to work closely with the PI and other team members to carry out research activities, including identifying promising research directions, conducting experiments, documenting research findings, and presenting these findings to the broader community.

• Expected to provide feedback and assistance to other team members and contribute to the overall growth of the team.

• Additional responsibilities include supporting team operations and proactively taking on new tasks when necessary to facilitate the team’s development.

• The candidate may also have opportunities to supervise junior researchers when appropriate.

Job Requirements:

• Preferably Bachelor’s degree in Computer Engineering, Computer Science, Electronics Engineering or equivalent.

• Independent, highly analytical, proactive and a team player

• Excellent teamwork and verbal, written communication skills

• In-depth knowledge relevant to the project domain.

• Demonstrated capability to conduct innovative research.

• The ability and willingness to adapt and incorporate novel ideas and approaches in scientific industry.

• Demonstrated ability to formulate hypothesis and design effective experimental plans.

• Ability to design and implement new experimental methods.

• High-level expertise in the required experiment or modelling methods.

• Ability to initiate collaboration research in multidisciplinary team.

• Oversee and report project progress.

• Ability and willingness to work some flexible hours.

We regret that only shortlisted candidates will be notified.

PSLE Science Specialist – Inspire, Teach, Grow

Company: Master Maths Education Centre Pte. Ltd.
Location: Singapore
Employment Type: Full-Time

We Are Hiring

We are currently on the lookout for a passionate PSLE Science Specialist to join our growing team.

If you have strong subject mastery, enjoy working with students, and want to grow in a dynamic education environment — this is the role for you.

About Us

At Master Maths Education Centre, we focus on delivering high-impact lessons, strong academic results, and meaningful student growth.

Our team integrates classroom teaching, digital learning, and content creation to create a powerful and engaging learning experience for students.

Your Role

You will:

• Deliver engaging and effective lessons for:Primary Science (P3 to PSLE), with strong focus on upper primary (P5–P6)
• Conduct crash courses, webinars, and live/recorded programmes
• Support students via Mobile Q&A coaching when required
• Identify learning gaps and provide clear, actionable feedback
• Guide students in answering open-ended questions effectively (key PSLE scoring component)
• Ensure lesson materials and resources are well-prepared before class
• Contribute to curriculum development (notes, practice questions, answer keys)
• Participate in video tutorials, livestreams, and educational content creation
• Work closely with the Centre Manager and Director on student progress
• Provide professional, patient customer service to students and parents
• Be involved in marketing initiatives and ad-hoc projects
• Attend team meetings and contribute to a high-performance team culture

Requirements

• Minimum Bachelor’s Degree (Science, Engineering, or other relevant technical fields)
• 1–2 years of teaching or relevant experience (tuition/education preferred)
• Strong subject mastery in:Primary Science (P3 to PSLE)
• Strong ability to explain concepts clearly, especially: Application-based and open-ended questions
• Confident communicator with strong classroom presence
• Passion for teaching and genuine care for student outcomes
• Willingness to learn, adapt, and improve continuously
• Team player with a positive, proactive attitude

Fresh Graduates Welcome

Fresh graduates are welcome to apply. Candidates with strong Science foundations, a positive attitude, and a willingness to learn will be provided with training and development opportunities.

Why Join Us

• Be part of a fast-growing education brand in Singapore
• Opportunities to teach, create content, and grow your expertise
• Exposure to hybrid teaching systems (physical + digital learning)
• Supportive and driven team focused on results and impact
• Clear pathways for career growth and leadership opportunities

Important Notes

• Maintain confidentiality of company and student information
• Avoid conflicts of interest within the tuition/enrichment industry
• Role scope may evolve as the company grows

Apply Now

If you are passionate about Science and want to make a meaningful difference in students’ academic journeys, we’d love to hear from you.

Job Summary

You will support the management and preparation of resources in the Primary School Science Lab, assist teachers in facilitating student discussions, and perform related administrative duties to ensure smooth lab operations.

Responsibilities

• Conduct regular inventory stock-takes in Science Labs to maintain accurate records and replenish supplies promptly
• Coordinate repairs and replacements of lab equipment to ensure functional resources
• Collaborate with the Head of Department (Science) and vendors to procure lab inventory efficiently
• Organize Science Lab resources with clear name labels for easy identification and accessibility
• Assist teachers in facilitating student discussions to enhance learning activities
• Manage loan requests of lab resources from teachers to ensure timely availability
• Prepare and set up lab resources according to teachers’ schemes of work and specifications
• Perform printing and photocopying tasks in the Printing Room to support lab activities
• Prepare teaching aids, including cutting and lamination, to improve instructional materials
• Carry out ad-hoc administrative duties and resource preparation as required by the school or department

Preferred competencies and qualifications

• GCE 'N'/'O' Level Certificate
• Minimum 1 year of working experience in a Primary School Science Lab environment

Other Information

Working Hours

• Mondays to Thursdays: 7:30am to 4:30pm, inclusive of 30-minute lunch break
• Fridays: 7:30am to 4:00pm, inclusive of 30-minute lunch break
• Service not required on Saturdays, Sundays, and gazetted public holidays

Happy Tutors Learning Centre is a Social Enterprise looking to offer the highest quality bespoke education services to every student in Singapore. We have 6 centres spanning the East and West of Singapore.

We are looking for passionate tutors who are keen to work with students and help them in their school curriculum. Our centre is focused on customised learning and the tutor needs to be able to adapt their teaching to different learning styles.

Details for Candidates

• 5.5 Days work week (1 Weekend inclusive)
• Weekday Timing: 1300 - 2130 Hrs
• Weekend Timing: 0930 - 1700 Hrs
• Part-time positions available

Job Scope

• Teaching students in assigned classes (about 30 hours a week)
• Create new learning material for the centre
• Assist in the centre operations in other matters
• Contribute to the learning programmes offered by the centre

Requirements

• Infallible work ethics
• Effective and positive communications is a must.
• Pleasant personality around customer, colleagues and students
• Have passion toward education and helping others
• Other industry experiences (if any)

Interested candidates please apply, vacancies are limited!

Job Description: Prompt Engineer

About the Role

We are looking for a highly creative and analytical Prompt Engineer to join our team. You will design, test, and optimize prompts for large language models (LLMs) to improve accuracy, efficiency, and usability of AI-driven applications. The role requires a mix of technical knowledge, problem-solving skills, and domain understanding to bridge human intent with AI capabilities.

Key Responsibilities

• Design, develop, and refine prompts for AI/LLM applications to ensure high-quality and contextually accurate outputs.
• Collaborate with product, engineering, and data teams to integrate prompt strategies into applications and workflows.
• Conduct A/B testing and evaluate prompt effectiveness across different scenarios.
• Maintain a knowledge base of reusable prompt templates and frameworks.
• Stay updated with advancements in generative AI, Agentic AI, prompt engineering techniques, and tooling
• Analyze outputs, debug issues, and propose prompt modifications for continuous improvement

Required Skills & Qualifications

• Strong understanding of large language models (LLMs) such as GPT, Claude, LLaMA, or similar.n
• Understanding of Agentic frameworks specifically of LangChain, LangGraph
• Experience with prompt design, chaining, and optimization.
• Proficiency in at least one programming language (Python preferred).
• Strong analytical and problem-solving skills.
• Excellent written and verbal communication skills.
• Ability to work in cross-functional teams and translate business needs into AI solutions.

We are hiring a full-time English / Science Educator for a centre-based teaching role in the Jurong West area.

This role is suitable for someone who enjoys teaching, communicates well with students and parents, and wants to grow in a structured and supportive teaching environment.

You will typically begin with small groups of 1 to 4 students and teach English and/or Science across Primary and Secondary levels, depending on subject fit and teaching readiness.

This is a full-time onsite role for candidates who are serious about building a stable and meaningful career in education.

What You’ll Do

• Teach English and/or Science in small-group classes across Primary and Lower Secondary levels

• Prepare and adapt lessons to support different learning needs

• Monitor students’ progress and communicate with parents when needed

• Contribute to lesson planning, materials review, and curriculum improvement

• Maintain a positive, focused, and engaging classroom environment

Work Schedule

• 4 weekdays: 1:00 pm to 10:00 pm

• 1 weekend day: 9:00 am to 6:00 pm

• Fixed weekday off for the year, to be discussed at the start

• Work on either Saturday or Sunday is required

What We Offer

• SGD 2,800 to SGD 5,000 per month plus performance bonus

• Mentoring, training, and opportunities to grow your teaching portfolio

• Paid annual leave, medical leave, and birthday leave

• Supportive and collaborative working environment

Who We’re Looking For

• Diploma or Degree in any discipline

• Candidates with teaching or tutoring experience will have an advantage

• Fresh graduates with strong subject confidence and willingness to learn are welcome to apply

• Comfortable teaching English and/or Science

• Strong English communication and interpersonal skills

• Independent, dependable, and willing to grow with the team

• Comfortable working onsite in the Jurong West area

• Able to work on either Saturday or Sunday

How to Apply

If you are genuinely interested in teaching and want to grow in a full-time educator role, we would like to hear from you.

Please submit your updated resume with your education background, teaching experience, and expected salary.

EA Registration No.: R23111820 (Ben Chang)
EA Licence No.: 22C1307 (First Konnection Pte. Ltd.)

Company Overview / Employee Value Proposition

Kids DiscoveryWorks is Singapore’s leading Science, Technology, Engineering, and Math (STEM) enrichment provider. Our mission is to create memorable exploratory learning experiences so that kids learn through play. Through fun & engaging hands-on experiments and engineering activities, we bring theory to life, ignite an interest in learning, and hone creative problem-solving, communication and collaboration skills.

Job Summary

Kids DiscoveryWorks offers unique STEM enrichment programs for pre-school and primary-school children (K-6). We seek enthusiastic and creative individuals to inspire curiosity and deliver hands-on STEM learning experiences as Lead or Assistant Instructors.

Responsibilities

• Deliver lessons using the STEM curriculum to introduce grade-appropriate science and engineering concepts that spark curiosity and excitement in students
• Facilitate and coach students through hands-on STEM activities and experiments to enhance understanding and engagement
• Collaborate with instructors and co-workers to maintain a safe, clean, and stimulating learning environment that supports program success and continuous improvement
• Monitor and assess each child’s learning progress and provide constructive feedback to curriculum developers and parents to support student development
• Communicate effectively with parents and students to build positive relationships and support student learning
• Manage classroom behavior and routines to ensure a well-organized and productive learning space
• Maintain cleanliness and orderliness of centres and classrooms to uphold hygiene standards

Preferred competencies and qualifications

• Passion for engaging children in learning and fostering curiosity
• Strong organizational skills demonstrated by managing lesson plans and classroom activities efficiently
• Effective communication and facilitation skills applied in public speaking and student coaching
• Detail-oriented and reliable in preparing materials and managing classroom logistics
• Positive attitude and outgoing disposition that encourages student participation
• Proficiency in Microsoft PowerPoint, Excel, and Word to prepare teaching materials and reports
• Prior experience working with young children would be an advantage; training will be provided

Job Overview

We are seeking a highly skilled and experienced Senior Material Science Engineer to join our innovative team. In this pivotal role, you will be responsible for driving research and development efforts in materials science, with a primary focus on FEM Analysis & Structural Mapping. As a Senior Material Science Engineer, you will play a crucial role in advancing our product capabilities and ensuring the application of cutting-edge science and technology.

Your primary focus will be on FEM Analysis & Structural Mapping, helping us evaluate material performance to ensure precision in our non-destructive testing solutions. This is an opportunity to apply cutting-edge science to real-world infrastructure challenges.

Key Responsibilities

• Simulation & Analysis: Utilize FEM Analysis and Structural Mapping to evaluate material behaviors and improve performance, ensuring high precision and efficiency in our project outcomes.

• R&D Leadership: Lead and conduct advanced materials research projects, driving them from conception to implementation.

• Product Integration: Collaborate with cross-functional engineering teams (Optical, Software) to apply your material science innovations directly to our product development.

• Technical Communication: Prepare detailed technical reports and present findings to stakeholders to guide engineering decisions.

• Mentorship: Mentor and guide junior scientists and team members in material science methodologies, fostering a culture of technical excellence.

• Continuous Learning: Stay updated with the latest advancements in materials science and integrate relevant technologies into our R&D processes.

Requirements

• Education: PhD or Master’s degree in Mechanical Engineering, Material Science, Applied Physics, or a related field.

• Experience: Minimum 5+ years in Numerical Analysis and Finite Element Method (FEM).

• Technical Expertise:

    ◦ Deep proficiency in Multi-physics simulation (Vibration, Acoustics, and Structural Mechanics).

    ◦ Experience with Linear and Non-linear Dynamics, including Transient Analysis.

    ◦ Familiarity with ASME BPVC Section VIII (Design by Analysis) or API 579 (Fitness-for-Service) is a strong advantage.

• Software Skills: Advanced proficiency in ANSYS Mechanical, COMSOL Multiphysics, or Abaqus AND a strong interest or experience in open-source solvers (CalculiX, Code_Aster, or FEniCS).

• Programming: Strong Python skills for data science and solver integration.

• Problem Solving: Ability to correlate simulation results with experimental test data (Model Validation).

Benefits and Opportunities

We offer a dynamic work environment that fosters innovation and collaboration. As a member of our team, you will have the opportunity to work on cutting-edge projects that push the boundaries of materials science, including FEM analysis and structural mapping. We provide competitive compensation packages, opportunities for professional growth, and a supportive community of experts in the field. Join us to advance your career and contribute to impactful scientific endeavors.

Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty.

A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.

To support the new research project titled: Singapore Parkinson's Disease Programme (SPARKLE) - Theme 5: Neurotech Intervention, we establish a sub-project on “Human Gait Detection via Acoustic-enabled Footstep Tracking under NTU-CCDS. In line with NTU’s vision and mission to nurture leaders through research, this project aims to attract both local and international talents with prior experience in relevant fields to achieve intended research output.

Key Responsibilities:

• To independently undertake research in artificial intelligence and computer vision tools.

• To use these tools for interpret the acoustic sensing results.

• To produce research reports and/or publications as required by the funding body or for dissemination to the wider academic community.

• To attend, contribute, where necessary lead relevant meetings, and effectively interact with medical experts from SGH and NNI.

• To provide guidance and support to any students associated with the project.

• To undertake any other duties relevant to the programme of research.

Job Requirements:

• Preferably PhD in Computer Science/Engineering or equivalent.

• Independent, highly analytical, proactive and a team player

• Excellent teamwork and verbal, written communication skills

• In-depth research experience in artificial intelligence and computer vision.

• Demonstrated capability to conduct innovative research.

• The ability and willingness to adapt and incorporate novel ideas and approaches in scientific industry.

• Demonstrated ability to formulate hypothesis and design effective experimental plans.

• High-level expertise in the required experiment or deep learning methods.

• Ability to initiate collaboration research in multidisciplinary team.

• Oversee and report project progress.

We regret that only shortlisted candidates will be notified.