Total 2,028 Science / R&D / Research job vacancies in New York

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.

The Role

The Sustainable and Green Finance Institute (SGFIN) is a new university-level research institute in the National University of Singapore (NUS), jointly supported by the Monetary Authority of Singapore (MAS) and NUS. SGFIN aspires to develop deep research capabilities in sustainable and green finance, provide thought leadership in the sustainability space, and shape sustainability outcomes across the financial sector and the economy at large.

This role is ideally suited for those wishing to work in academic or industry research in quantitative analysis, particularly in the area of machine learning and artificial intelligence. The responsibilities of the role will include designing and developing various analytical frameworks to analyze structure, unstructured and non-traditional data related to corporate financial, environmental, and social indicators.

There are no teaching obligations for this position, and the candidate will have the opportunity to develop their research portfolio.

Duties and Responsibilities

The successful candidate will be expected to assume the following responsibilities:

• Design research projects in close collaboration with the Institute’s Directors (Prof. Sumit Agarwal / A.Prof Johan Sulaeman / A.Prof Zhang Weina) and Research Affiliates
• Take ownership and responsibility for the successful delivery of research projects, ensuring they are completed within the required deadline and allocated budget, and meeting/exceeding project specifications and targets
• Participate in pre-project activities such as identifying required resources to ensure project completion including staffing and organizational needs of the project team, and preparing high-level project plans with project timeline and resource requirements
• Development of data analysis frameworks.
• Plan, supervise and perform (if necessary) the development of supervised and unsupervised machine learning tools to process information from various data sources, including commercial databases and alternative, non-traditional datasets.
• Plan, supervise and perform (if necessary) the generation of impact measures using machine learning, in collaboration with the Institute’s Directors and other Research Fellows.
• Monitor progress of research projects and provide necessary interventions to ensure smooth completion of each project
• Manage and coordinate project deliverables, ensuring their quality
• Manage industry partners’ expectation by understanding their needs and providing realistic expectations and scope of each project
• Manage the collaborations with research and industry stakeholders, including providing periodic progress updates and deliverables for grant funding body or project sponsors
• Preparation of results for industry communications, presentations, and academic articles for journal publications
• Guide, mentor, and supervise research associates on the project team
• Work closely with the rest of the SGFIN team to support SGFIN’s activities and objectives

Requirements

• Academic background in the following subjects is preferred: computing, information systems, economics, business, finance, or related disciplines. A bachelor’s degree is required, a master’s degree in one of these subjects is preferred, with a PhD degree required for the Research Fellow position.
• Basic understanding of financial sector (banks and other financial institutions), financial markets, corporate financial statements, and credit risk analysis, is preferred.
• A thorough knowledge of the research field of machine learning and artificial intelligence is highly preferred.
• Programming skills, including knowledge of machine learning and artificial intelligence processes and tools, are highly desired, along with experience in conducting and supporting research and data analysis of research projects.
• Database management experience is desired.
• Proactive in problem solving.
• Good time management and planning skills with a commitment to delivery.
• Strong project management skills, with ability to manage several projects concurrently.
• Strong delivery management experience, with proven track records in managing and steering projects towards smooth execution and on time delivery.
• Adaptive to change with a positive work attitude.
• Enthusiastic team player who is self-driven, committed, and willing to take initiative.
• Strong interpersonal and leadership skills, effective in coordinating stakeholders, fostering teamwork, and leading high performance project team.
• Strong verbal and interpersonal communication skills, along with written communication skills

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

Applications are invited for the following full-time position in the Saw Swee Hock School of Public Health:

Research Assistant (1 year, Diabetes and chronic disease projects)

We are looking for a full-time research assistant to support ongoing research projects in the areas of diabetes and related chronic diseases. The successful candidate will be expected to support in the recruitment of research participants, conduct of study procedures, data management, and coordination with multiple stakeholders. The candidate will be working under the Principal Investigator, Associate Professor Kavita Venkataraman, and will have the opportunity to acquire skills in chronic disease research.

Responsibilities:

• Coordination of study activities
• Participant recruitment and outreach
• Conduct of study visits and participant follow up, including informed consent, questionnaires, assessments and phlebotomy
• Management of study data, and study files
• Management of supply inventory and budget monitoring
• Liaison with participants as well as internal and external teams partnering the studies
• Support for ethics and other administrative approvals, and reporting for the same

Requirements:

• Bachelor’s degree/ diploma in life sciences, allied health, health communications, or related disciplines
• Proficiency in Chinese will be an advantage as the position will work with older adults who are likely to be Chinese speaking participants.
• Excellent written and oral communication skills
• Strong organizational and time-management abilities, as well as administrative skills to manage multiple tasks and meet deadlines
• Prior experience with clinical/ public health research will be an advantage
• Attention to detail and commitment to data accuracy and quality
• Ability to communicate effectively

Applicants should include a brief statement of interest, CV, list of publications (if applicable) and the names and email details of 3 referees who may be contacted immediately if shortlisted.

Recruitment is open immediately and will continue until all positions are filled.

Postdoctoral Scientist position

A postdoctoral scientist position is available immediately in the laboratory of Dr. Leslie Beh at IMCB.

The Beh lab seeks to develop cutting-edge CRISPR-Cas technologies to uncover the biological functions of RNA modifications. Dysregulation of these modifications has been linked to cancer, neurological disorders, and metabolic disease. We will determine the mechanisms by which RNA modifications and CRISPR-Cas systems operate by drawing upon diverse techniques, including protein engineering, biochemical reconstitution, genomics, and cell-based experiments. Successful applicants can expect close mentorship in a collaborative environment, with an emphasis on developing scientific knowledge and individual career goals. More information about can be found at (https://www.behlab.org/).

Requirements:

• Ph.D. in Life Sciences / Biomedical Sciences
• Experience in biochemistry and/or structural biology, particularly in protein-RNA or protein-DNA interactions.
• in vitro reconstitution of enzymatic activity using cell extracts or purified proteins
• Recombinant protein purification from bacterial and insect cells
• Genuine interest in pursuing a research-based career.
• Strong work ethic, with excellent organizational and communication skills

Preferred experience:

• Mammalian cell culture
• NGS library generation and data analysis
• Prior roles in lab management

Responsibilities

The lab of RNA in Disease and Translational Technologies at the Institute of Molecular and Cell Biology, A*STAR, Singapore is seeking to recruit a highly motivated Scientist or Senior Scientist to join a team developing a ribozyme-based RNA platform for potential translational and/or clinical applications.

The work will involve both in vitro and in vivo techniques, including molecular biology (RNA design, in vitro transcription, cell-free RNA assays, RT-qPCR, molecular cloning), cell biology (cell culture, cell transfection, flow cytometry, antisense oligonucleotides and RNAi, CRISPR), high-resolution imaging techniques, and experiments in mouse models (e.g. transgenesis, in situ hybridization and immunohistochemistry, imaging and functional analyses)

Requirements

• Minimum Ph.D. in Cell Biology, Molecular Biology, Biochemistry, Genetics, Neuroscience or a related discipline.
• The successful candidate should have strong expertise in RNA biology, cell biology, biochemistry and molecular biology techniques, a strong publication record that includes a first author research paper, and strong scientific writing skills.
• They should be creative, highly motivated, conscientious and be able to work independently, with good organisational, verbal and interpersonal skills. Our lab is collaborative and interdisciplinary, and the successful candidate should be able to work effectively and harmoniously in a diverse team.
• As a Scientist, candidate will also be expected to mentor and train students and Research Officers.

Job Description

A scientist or senior scientist position is available at the Functional Proteomics Laboratory for setting up, developing methods and performing targeted and untargeted metabolomics experiments. You will work on mass spectrometry-based identification of small molecule binders of RNA and small molecule metabolomics projects.

• Develop and run standardized protocols for untargeted metabolomics (or targeted metabolomics panels) for small molecule analysis.
• Design workflows and optimize analytical methods for performing targeted/untargeted metabolomics experiments for different sample mediums (Plasma/Urine/Tissue).
• Work with different collaborators and lead projects for small molecule metabolomics analysis on various sample types.
• Conceptualise, design and develop metabolomics assays for quantification of small molecules.
• Write and present research findings for conferences and publications.
• Contribute to project management, provision of guidance to junior researchers, including research officers.

Job Requirements

• Ph.D. degree in Molecular Biology, Biochemistry, Chemical Biology, Analytical Chemistry or a related discipline.
• Strong expertise in small molecule mass spectrometry metabolomics (preferred untargeted small molecule metabolomics expertise) with good publication record.
• Experience with liquid chromatography and mass spectrometry instrumentation, sample preparation techniques, data acquisition and interpretation.
• At least 2 years working experience in the field of metabolomics will be preferred.
• Proficiency in data processing, data analysis and interpretation will be advantageous.
• Responsible, organized, able to work independently and with a team.
• Good communication skills for scientific presentation and scientific writing.
• Optional: Prior experience with R or other data analysis tools

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

The World Economic Forum (the Forum) is an International Organisation for Public-Private Cooperation, engaging global leaders to shape major agendas across sectors. Its Centre for Health and Healthcare focuses on enhancing healthcare systems by scaling solutions for resilience, efficiency, and equity through diverse stakeholder engagement.

The Centre has launched the “Digital Healthcare Transformation (DHT) Initiative,” a multi-year program to boost public-private partnerships in digital health, data, and AI. This initiative complements the Global Health Equity Network (GHEN), which promotes health equity and patient-centred system transformation.

Singapore, a leader in healthcare delivery and equity due to its investment in digital health, will be highlighted as a World Economic Forum Centre for Health and a Healthcare Country Lighthouse. This collaboration aims to showcase Singapore’s healthcare success globally and identify opportunities for Public-Private Partnerships to advance health equity through digital transformation.

The Fellowship role will manage projects and provide expertise on Health Equity, access to care, and social determinants of health. The Fellow will support the Forum’s work in developing Singapore as a Country Lighthouse, conduct research on its health system transformation, and share insights on health equity. They will also coordinate with regional working groups and engage with local and global partners, including the Centre for the Fourth Industrial Revolution (C4IR) Network and the Accelerators Network, and contribute to the Forum's Health Equity strategy and broader global efforts.

The Health Equity effort in Singapore as well as the proposed pilot place-based change programme(s) will link to a broader global Global Health Equity strategy and pre-existing place-based change work (launching by the GHEN in 2024). This will provide existing best practice and networks that can be adapted to the new regional efforts in ASEAN.

This role is based in Singapore and hosted within the NUS Saw Swee Hock School of Public Health. The Fellow will be involved in projects from the Forum’s Centre for Health and Healthcare. The Fellow will report directly to the NUS Principal Investigator, as well as to the Forum's Lead for Health Equity.

The fellowship is for 3 years (or until January 2028, whichever comes first, if applicable). Initially, a 1-year contract will be offered, renewable based on performance.

Main responsibilities

-Research and draft a White Paper on Singapore's health system transformation journey, including leading interviews with key Health Equity stakeholders and identifying future opportunities for collaboration.

-Develop and execute a dissemination plan for key learnings from the paper, including public engagement opportunities and convening interested stakeholders to share best practice.

-Support the broader GHEN team to incubate and manage a regional public-private working group focused on specific Health Equity gaps and opportunities identified in the research, to support the building on existing Singapore-led work in Southeast Asia to scale regional health equity development and innovation; and incorporating key topics in health equity such as access, trust, and impact measurement.

-Contribute to the Forum's broader global Health Equity strategy with Singapore-based insights and case studies - linking also to the Digital Healthcare Transformation Initiative in partnership with the Digital Healthcare Transformation Fellow.

-Drive partner engagement opportunities in Singapore with all relevant stakeholder groups across sectors.

Qualifications

Preferred requirements and experience

• Doctoral degree in relevant fields such as public health, healthcare policy, or medicine.
• At least 8 years of professional experience with expertise in health industry strategies and operations across various regions.
• In-depth knowledge of health equity, including clinical, technical aspects, social determinants, and impact measurement methodologies.
• Extensive experience collaborating with public and private sector stakeholders in Singapore on multi-sectoral partnerships.
• Proficient in analysing complex issues using business intelligence and making informed recommendations.
• Strong project management and coordination skills, with attention to detail and critical thinking abilities.
• High proficiency in English with excellent communication skills to present findings to English-speaking stakeholders
• Ability to navigate multi-stakeholder interests and drive impactful societal action.
• Experience in producing thought leadership content such as blogs, research papers, and reports.
• Proven interest in social issues, personal integrity aligned with World Economic Forum's mission, and willingness to travel internationally.

Please submit the following during job application:

1. Cover letter introducing themselves, career goals and earliest start date.
2. Brief statement of interest matching their skills and competencies to the requirements of the post (no more than 500 words).
3. Curriculum Vitae, containing contact information of three named referees.
4. A sample of published work that is the most relevant to the current vacancy, if available.

Recruitment is open immediately. Only shortlisted candidates will be contacted for interviews.

The National University of Singapore invites applications for the position of Research Assistant in the Department of Computer Science, School of Computing (SoC). SoC is strongly committed to research excellence in all its dimensions: Searching for fundamental results and insights, developing novel computational solutions to a wide range of applications, building large-scale experimental systems and improving the well-being of society. We seek to play an active role both internationally and locally in the core and emerging areas of Computer Science and Information Systems.

The Research Assistant will be responsible for working closely with the Principal Investigator and lab members on one or more research projects. He/she should possess experience or interest in at least one of the following research areas:

• Artificial Intelligence and Machine Learning
• Computer Vision
• Algorithms
• Circuits and Systems
• Programming Languages & Software Engineering

Only shortlisted candidates will be notified.

Requirements

• A Bachelor’s degree with Honours in a relevant area; and
• Experience in research.

Duties and Responsibilities

The Executive supports the Manager in administration-centred activities such as:

1. Provide marketing and corporate communications support to the school through production of collaterals (e.g. on-site branding materials, corporate videos, etc.). Depending on the project, this requires the job holder to produce written, graphic and multimedia contents.
2. Implement digital communications plans through updates to the school website and creation of social media posts.
3. Collate inputs from staff, write and disseminate parents' termly newsletters.
4. Promote positive relations with stakeholders and partners by supporting key events, outreach activities and visits.
5. Plan and organise photography sessions (liaise with the photographers and staff).
6. Manage corporate gift inventory.
7. Archive exchanges items and projects at Exhibition Centre, and maintains both the Visitor Centre and Exhibition Centre.
8. Assist in the preparation of finance documents related to purchase of relevant services and goods.
9. Assist in crafting news releases and copywriting of communications materials (such as yearbook, etc.).

Requirements:

- A minimum Diploma in Communications / Arts or related disciplines is required

- 1 - 2 years experience in marketing, advertising or public relations preferred

- Confident, and with a pleasant personality

- Ability to work as a team player

- Knowledge of graphic / multimedia design software (Illustrator, InDesign, Photoshop, iMovie, Final Cut Pro or equivalent) and web publishing platforms

- Effectively bilingual is a plus

Responsibilities

The lab of RNA in Disease and Translational Technologies at the Institute of Molecular and Cell Biology, A*STAR, Singapore is seeking to recruit a highly motivated Scientist or Senior Scientist to join a team developing a ribozyme-based RNA platform for potential translational and/or clinical applications.

The work will involve both in vitro and in vivo techniques, including molecular biology (RNA design, in vitro transcription, cell-free RNA assays, RT-qPCR, molecular cloning), cell biology (cell culture, cell transfection, flow cytometry, antisense oligonucleotides and RNAi, CRISPR), high-resolution imaging techniques, and experiments in mouse models (e.g. transgenesis, in situ hybridization and immunohistochemistry, imaging and functional analyses)

Requirements

• Minimum Ph.D. in Cell Biology, Molecular Biology, Biochemistry, Genetics, Neuroscience or a related discipline.
• The successful candidate should have strong expertise in RNA biology, cell biology, biochemistry and molecular biology techniques, a strong publication record that includes a first author research paper, and strong scientific writing skills.
• They should be creative, highly motivated, conscientious and be able to work independently, with good organisational, verbal and interpersonal skills. Our lab is collaborative and interdisciplinary, and the successful candidate should be able to work effectively and harmoniously in a diverse team.
• As a Scientist, candidate will also be expected to mentor and train students and Research Officers.

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

The National University of Singapore invites applications for the position of Research Fellow in the Department of Computer Science, School of Computing (SoC). SoC is strongly committed to research excellence in all its dimensions: Searching for fundamental results and insights in developing novel computational solutions to a wide range of applications, building largescale experimental systems, developing theories and policies for effective management of information systems in organizations, and improving the well-being of society. We seek to play an active role both internationally and locally in the core and emerging areas of Computer Science and Information Systems.

The Research Fellow will be responsible for working closely with the Principal Investigator on one or more research projects. In particular, the research fellow will drive the research project on hardware co-designed distributed shared memory systems. The project explores holistic designs of SmartNICs, programmable switches, and RDMAs to accelerate the coherence and management overhead of distributed shared memory systems. By co-designing with network hardware, the project aims to enable local-DRAM-like performance for applications using DSM.

Only shortlisted applicants will be notified.

Qualifications

• A PhD degree in Computer Science or related field
• PhD thesis in systems and networking
• Prior research experience in distributed systems, networking, and software-hardware co-design
• Paper publications in top systems conferences: SOSP, OSDI, ASPLOS, EuroSys, NSDI

Postdoctoral Scientist position

A postdoctoral scientist position is available immediately in the laboratory of Dr. Leslie Beh at IMCB.

The Beh lab seeks to develop cutting-edge CRISPR-Cas technologies to uncover the biological functions of RNA modifications. Dysregulation of these modifications has been linked to cancer, neurological disorders, and metabolic disease. We will determine the mechanisms by which RNA modifications and CRISPR-Cas systems operate by drawing upon diverse techniques, including protein engineering, biochemical reconstitution, genomics, and cell-based experiments. Successful applicants can expect close mentorship in a collaborative environment, with an emphasis on developing scientific knowledge and individual career goals. More information about can be found at (https://www.behlab.org/).

Requirements:

• Ph.D. in Life Sciences / Biomedical Sciences
• Experience in biochemistry and/or structural biology, particularly in protein-RNA or protein-DNA interactions.
• in vitro reconstitution of enzymatic activity using cell extracts or purified proteins
• Recombinant protein purification from bacterial and insect cells
• Genuine interest in pursuing a research-based career.
• Strong work ethic, with excellent organizational and communication skills

Preferred experience:

• Mammalian cell culture
• NGS library generation and data analysis
• Prior roles in lab management

Responsibilities:

• To manage daily priorities such as incoming enquiries via phone or email
• To prepare quotations, ITQ / RFQ and supporting documents for submission
• To acknowledge PO and order processing (SO) in the SAP system
• To maintain equipment database, SAP warranty record (both SAP and excel database)
• To maintain pressure vessel database, monitor inspection due date and follow up with customer.
• To liaise with sub-contractor for pressure vessel inspection arrangement
• To generate weekly / monthly reports to assist management team in reaching their sales goals (Eg: Commissioning List, weekly; Service team sales report, weekly)
• To liaise / conduct weekly service sales meeting
• To perform various ad hoc duties and provide administrative support as assigned

Requirements:

• Candidate must possess at least a professional certificate, Diploma, Advanced/Higher/Graduate Diploma
• Customer oriented
• Organized, good coordination & follow-up skills
• Competent in MS Office (Excel, Word, etc.)
• Excellent interpersonal & communication skills
• Entry level are welcomed to apply, as training will be provided

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

Prof Chng Wee Joo's lab in Cancer Science Institute of Singapore (CSI) is at the forefront of cutting-edge research in haematological malignancies, with a particular focus on multiple myeloma (MM), acute myeloid leukemia (AML), and natural killer/T-cell lymphoma (NKTL).

We are seeking a highly motivated and skilled Research Assistant to join our team and contribute to our translational research program. This program integrates genomics and proteomics technologies to drive clinically relevant discoveries in the diagnosis, prognosis, and treatment of these cancers.

As a Research Assistant, you will play a key role in supporting various research activities, including experimental design, data collection, and analysis, as well as laboratory management. You will collaborate closely with our team of scientists and clinicians to help advance our bench-to-bedside research pipeline, translating laboratory findings into potential therapeutic interventions for haematological malignancies.

Duties and Responsibilities

Conducting Research

• Assist in performing high-throughput genomics and proteomics analyses on human tumor samples and model systems.
• Participate in pre-clinical validation studies of novel therapeutic targets identified from genomic and molecular discoveries.
• Support ongoing research projects focused on molecular subtyping, disease progression, and therapeutic resistance in MM, AML, and NKTL.
• Assist in testing novel compounds targeting oncogenic pathways (e.g., EZH2 inhibitors in AML).

Data Collection and Analysis

• Prepare and process biological samples for genomic and proteomic studies.
• Utilize bioinformatics tools and relational databases for system biology analysis and integration of clinical and molecular data.
• Contribute to data management and statistical analysis of experimental results.

Laboratory Management

• Assist in the maintenance of laboratory equipment and inventory.
• Ensure proper documentation of experimental procedures and findings.
• Maintain high standards of laboratory safety and protocol compliance.

Collaborative Research

• Work closely with senior researchers, clinicians, and other laboratory staff to validate research findings and contribute to ongoing projects.
• Assist in the management of a comprehensive tissue bank and clinical database.
• Present findings in lab meetings and contribute to the preparation of manuscripts for publication.

Qualifications

• Bachelor’s or Master’s degree in Biology, Biochemistry, Biomedical Sciences, or related field.
• Prior experience in molecular biology, genomics, or proteomics techniques is highly desirable.
• Familiarity with haematological malignancies and cancer research is a plus.
• Experience with bioinformatics tools and databases is advantageous.
• Strong organizational skills and attention to detail.
• Excellent written and verbal communication skills.

Preferred Skills and Attributes:

• Passion for cancer research and a strong interest in translational medicine.
• Ability to work collaboratively in a multidisciplinary team.
• Strong problem-solving skills and ability to adapt to new challenges.

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 Summary

Cancer Science Institute of Singapore (CSI) is establishing a new research lab under the leadership of Dr. Zhou Yilong. The lab will focus on RNA biology, cancer, and immunity.

We are seeking a highly motivated, dedicated and detail-oriented Research Assistant to contribute to the lab's cutting-edge research on RNA-protein interactions, biomolecular condensates, and the role of RNA helicases in cancer. In addition to research responsibilities, the Research Assistant will play a crucial role in commissioning the lab, setting up essential equipment, and ensuring operational readiness.

Qualifications

• Bachelor’s or Master’s degree in Molecular Biology, Biochemistry, Cancer Biology, or a related field.
• Prior experience with lab setup, equipment management, or commissioning of research facilities.
• Strong skills in molecular biology techniques (e.g., RNA isolation, PCR, cell culture, CRISPR).
• Knowledge of RNA biology, cancer biology, or immunology is advantageous.
• Familiarity with bioinformatics tools for RNA sequencing analysis is a plus.
• Strong organizational skills and attention to detail.
• Ability to work both independently and as part of a team.

Preferred Experience:

• Experience with RNA helicases, biomolecular condensates, deep-sequencing and proteomic techniques.
• Prior involvement in lab commissioning or management.
• Familiarity with cancer models and translational research in RNA therapeutics in cell and animal level.

The ideal candidate is a skilled engineer and works physics simulations, 3D volume image construction, signal processing, electromagnetic control with AI.

Responsibilities:

1. Strong mathematical skills - good foundations of linear algebra, matrix, differential algebra, statistics.

2. Strong physics skills - good knowledge of electromagnetism, finite element methods, and classical mechanics.

3. Strong problem solving and engineering skills.

4. Strong python, C++ or java coder

5. Good knowledge of python tools such as tensorflow, pytorch, numpy, pandas, sklearn, scipy, seaborn

6. Proficient in building deep learning neural network models

7. Published papers in top machine learning or computer vision conferences, ICML/NIPS/CVPR/ICCV

Education/Professional Qualification:

Bachelor's, Master's or PhD degree in Engineering or Computer Science or Mathematics or Physics.

Requirements:

1. Strong mathematical skills - good foundations of linear algebra, matrix, differential algebra, statistics.

2. Strong physics skills - good knowledge of electromagnetism, finite element methods, and classical mechanics.

3. Strong problem solving and engineering skills.

4. Strong python, C++ or java coder

5. Good knowledge of python tools such as tensorflow, pytorch, numpy, pandas, sklearn, scipy, seaborn

6. Proficient in building deep learning neural network models

7. Published papers in top machine learning or computer vision conferences, ICML/NIPS/CVPR/ICCV