Meta is embarking on the most transformative change to its business and technology in company history, and our Machine Learning teams are at the forefront of this evolution. By taking on crucial projects and initiatives that have never been done before, you have an opportunity to help advance the way people connect around the world.


In order to meet the demands of our scale, we approach machine learning challenges from a system engineering standpoint, pushing the boundaries of scalable computing and tying together numerous complex platforms to build models that leverage trillions of actions. Our research and production implementations leverage many of the innovations being generated from Meta’s research in Distributed Computing, Artificial Intelligence and Databases, and run on the same hardware and network specifications that are being open sourced through the Open Compute project.


As a Research Scientist at Meta, you will bring experience working on a range of recommendation, classification, and optimization problems. You will have the ability to own the whole ML life-cycle, define projects and drive excellence across teams. You will work alongside the world’s leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.

Responsibilities

• Develop highly scalable classifiers and tools leveraging machine learning, regression, and rules-based models
• Suggest, collect and synthesize requirements and create effective feature roadmap Build strong cross functional partnerships and code deliverables in tandem with the engineering team
• Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
• Perform specific responsibilities which vary by team

Minimum Qualifications

• Currently has, or is in the process of obtaining, a PhD degree or completing a postdoctoral assignment in the field of Computer Science, Computer Vision, Machine Learning or relevant technical field. Degree must be completed prior to joining Meta
• Programming experience in a relevant programming language
• Research and/or hands-on experience in one or more of the following areas: machine learning, NLP, recommendation systems, pattern recognition, data mining or artificial intelligence
• Relevant experience using frameworks such as PyTorch, TensorFlow or equivalent
• Proven experience to translate insights into business recommendations
• Experience with scripting languages such as Python, Javascript or Hack
• Experience building and shipping high quality work and achieving high reliability

Preferred Qualifications

• Demonstrated software engineer experience via an internship, work experience, coding competitions, or used contributions in open source repositories (e.g. GitHub)
• Proven track record of achieving results as demonstrated by grants, fellowships, patents, as well as first-authored publications at workshops or conferences such as ICML, NIPS, KDD or similar
• Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward
• Interpersonal experience working and communicating cross functionally in a team environment
• Exposure to architectural patterns of large scale software applications
• PhD degree or research focused Master degree in ML areas

Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.

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

We are seeking a motivated and skilled Research Assistant to join our team, focusing on the development and characterization of advanced 2D materials. The successful candidate will play a key role in supporting projects related to the growth, optimization, and detailed analysis of thin films for next-generation electronic devices.

Key Responsibilities:

• Materials Growth and Synthesis: Conduct thin-film deposition using techniques like Chemical Vapor Deposition (CVD) to synthesize 2D materials like MoS2 and other materials. Optimize growth parameters to achieve desired thickness, crystallinity, and uniformity.
• Characterization and Analysis: Utilize Atomic Force Microscopy (AFM), Scanning Electron Microscopy (SEM), and Raman spectroscopy for in-depth material characterization, focusing on morphology, surface roughness, grain size, and crystallinity.
• Data Collection and Analysis: Systematically document experimental procedures, collect data, and analyze results. Interpret findings to drive improvements in synthesis protocols and optimize film properties.
• Research Documentation: Prepare comprehensive reports, summarize research findings, and present data to support ongoing projects and publications.
• Collaboration and Lab Support: Work closely with team members, provide support for collaborative experiments, and maintain laboratory equipment.

Qualifications

• Master’s degree in Materials Science, Chemistry, Physics, or a related field.
• Demonstrated experience with CVD, AFM, SEM, and other characterization tools for thin films and nanomaterials.
• Proficiency in handling 2D materials with a strong focus on growth and sulfurization processes.
• Ability to work independently and collaboratively, with excellent attention to detail and problem-solving skills.

This position offers a unique opportunity to contribute to cutting-edge research in materials science, focusing on 2D materials for advanced electronics. If you have a strong foundation in materials synthesis and characterization and are eager to develop innovative solutions, we encourage you to apply.

Join the Institute of Microelectronics (IME) to be immersed in cutting-edge semiconductor research. As a research institute within the Agency for Science, Technology and Research (A*STAR), IME bridges the gap between academia and industry. Our mission is to accelerate innovation in advanced packaging, piezoMEMS, SiC, RF/mmWave GaN, and photonics & sensors, and to develop talent and inspire in Singapore.

We are looking for a passionate individual to join our Technology-Business Development department. You will be responsible for sales and marketing, account management and industry development. If you're excited about the future of microelectronics and wish to contribute to the development of Singapore's innovation engine for microelectronics, we want you on our team!

Job Responsibilities

• Perform market intelligence, develop and execute go-to-market plans for commercialization of IME's research capabilities.
• Lead industry and customer engagements, understand their needs and work with Technology Development teams to formulate value propositions.
• Structure, review and negotiate contracts with industry partners and customers.
• Develop industry network, manage accounts and build relationships to win and retain industry partners and customers.

Job Requirements:

• Degree in Science or Engineering.
• Ability to think on the feet
• Result-oriented, analytical, proactive, resourceful and team player
• Good communication, presentation and interpersonal skills
• Resilience and adaptability to work in a fast-paced and fast-changing environment
• Passion to develop Singapore's semiconductor industry

Join the Institute of Microelectronics (IME) to be immersed in cutting-edge semiconductor research. As a research institute within the Agency for Science, Technology and Research (A*STAR), IME bridges the gap between academia and industry. Our mission is to accelerate innovation in advanced packaging, piezoMEMS, SiC, RF/mmWave GaN, and photonics & sensors, and to develop talent and inspire in Singapore.

We are looking for a passionate individual to join our Technology-Business Development department. You will be responsible for sales and marketing, account management and industry development. If you're excited about the future of microelectronics and wish to contribute to the development of Singapore's innovation engine for microelectronics, we want you on our team!

Job Responsibilities

• Perform market intelligence, develop and execute go-to-market plans for commercialization of IME's research capabilities.
• Lead industry and customer engagements, understand their needs and work with Technology Development teams to formulate value propositions.
• Structure, review and negotiate contracts with industry partners and customers.
• Develop industry network, manage accounts and build relationships to win and retain industry partners and customers.

Job Requirements:

• Degree in Science or Engineering.
• Ability to think on the feet
• Result-oriented, analytical, proactive, resourceful and team player
• Good communication, presentation and interpersonal skills
• Resilience and adaptability to work in a fast-paced and fast-changing environment
• Passion to develop Singapore's semiconductor industry

Candidate will be required to develop, secure and manage industry partnerships for the NGTC. Candidate should stay updated on RF/mmWave GaN market trends and conduct thorough market research and competitive analysis on companies, competitors and the market for actionable insights. This may involve conducting SWOT analyses to enable NGTC to come up with a strategic plan to optimise business and research collaborations.

Candidate will also be responsible for developing and executing marketing strategies to promote NGTC’s capabilities to interested parties.

Candidate will be required to work alongside various internal and external stakeholders and teams to develop NGTC’s strong value propositions and assist with market intelligence to shape the NGTC’s strategies.

Candidate will be required to carry out account management of companies for NGTC to strengthen customer relationships.

Candidate will be required to coordinate and engage with internal stakeholders such as A*STAR’s Industry and Enterprise Group, Institute of Microelectronics or various other public sector agencies.

Requirements:

• Degree in Science or Engineering
• Minimum 5 years of relevant working experience, preferably with a background in GaN technology and industrial commercialization.
• Able to structure and negotiate collaboration agreements.
• Strong analytical skills.
• Strong communication (written and verbal), marketing and interpersonal skills.
• Results oriented, pro-active, and a team player.
• Adaptable and comfortable working in a fast-paced and fast-changing environment.
• Passion to develop Singapore’s semiconductor ecosystem.

As part of IME Integrated Circuit Design and System Department, we are seeking a candidate with relevant experience in analog integrated circuit design. This candidate will contribute to developing analog circuit blocks e.g. low-power operational amplifiers, voltage/current references, and voltage regulators based on thorough topology analysis. This candidate will work closely with other team members for the circuit design, test verification, as well as system integration and validation for a broad range of innovative sensor systems.

Role & Responsibilities

• Circuit schematic design and simulation, layout supervision, pre-tapeout design verification, test plan development and chip measurement
• Work together with teams to investigate novel circuit/system solutions to create new inventions

Requirements

• Bachelor’s / Master’s degree in Electronic Engineering
• Good understanding of CMOS analog IC design methodologies
• Familiar with analog IC design and verification flow
• Industry experience would be a plus
• Familiar with the IC test equipment such as oscilloscope, spectrum analyzer, etc.
• Able to generate high-quality scientific publications and patents
• Team player, quick learner and self-driven

As the Research Engineer (Equipment/Operations), you are directly involved in tool installation activities for semiconductor process tools. You would need to work proactively to coordinate with the contractor on the ground for the execution and take corrective and preventive actions of lessons learned, due diligently to prevent reoccurrence. You are responsible for performing utilities turn-on after installation is completed. You must perform the activities per ASTAR site procedure and safety policies to ensure all tool-install-related activities are completed, meeting safety, quality, schedule and budget requirements. You will also be required to perform other activities such as operations for the different semiconductor modules (Diffusion, Litho, Dry/Wet Etch, Thin Film, Implant, etc).

Responsibilities:

• Coordinate with all tool-install base contractors to execute equipment hookup for new tools, to meet the high-quality standards, dynamic schedule, and forecasted budget.
• Coordinate with the Project owner (NGTC/APM) to facilitate utility release as per the planned schedule and update tool release status timely
• Follow all safety and environmental procedures to ensure compliance with EHS-related regulations, risk assessment, safe work procedures, and permit-to-work system.
• Play an active role in safety, actively participating in safety discussions and safe work practices.
• Establish regular area walks to identify opportunities for improved safety, cleanliness, housekeeping and efficiency
• Establish regular, working interaction with peers as well as vendors in tool installation & facilitation, communicating clearly and respectfully all relevant information.
• Keep the reporting officer informed regarding the progress of assigned work and any abnormalities observed in your area.
• Demonstrate ability to understand drawing and highlighting discrepancies
• Follow area-specific procedures and documentation
• Prioritize work tasks to meet schedule and expectations, minimum guidance
• Perform tool tool-relativities and cleanroom systems troubleshooting during the hookup phase
• To perform equipment trouble-shooting of the equipments in NGTC when the need arises
• To perform utility-on after installation completion and to work closely with LCAM for complete closure
• To perform tests balancing of exhaust for new tools whenever necessary
• To perform measures for tool consumption during the hookup phase and to work closely with LCAM
• Use methods to organize, calculate, and display data accurately for utility and flowrate measurement
• Perform site activities in accordance to the Discipline

Requirements:

• Degree/Diploma in Mechanical/Electrical/Chemical engineering or equivalent
• Semiconductor experience (Equipment & Process)
• Facilities field or Wafer Fab Manufacturing equipment background will be an advantage.
• AutoCAD

Job Description:

• Actively working with cross functional stakeholders to plan and develop new lithography process
• Validate mask designs, reticle tape out and post tape out verifications
• Actively participate in internal and external technical discussions to overcome process related challenges and provide relevant solutions
• Perform process characterization, margin study to determine the process capability of new process platform
• Act as subject matter expert and resource for researchers and industry partners to enable process and/or product realization
• Publish process development outcomes and breakthroughs in research community
• Engage with relevant equipment makers/vendors and responsible for selecting and procuring research equipment
• Work with fab team in establishing SPC for newly developed processes

Job Requirements:

• Bachelors/Masters in Materials Science and Engineering, Physics, Electrical Engineering, or closely related fields are welcome to apply
• More than 5 years of relevant working experience in R&D and/or industry environment and broad exposure in handling 6”, 8” and/or 12” substrate covering nano to micron technology nodes, preferably in SiC/GaN/Photonics
• Proficient in Photolithography tools including Immersion/KrF/I-line Scanner/Stepper/Mask Aligner, knowledge in eBeam Lithography tool will be added advantage
• Hands-on experience in metrology including but not limited to CdSEM, Overlay, OCD, DRSEM, Microscope. Capable to create recipe to support various research requirements
• Knowledge in design and simulation (ProLith, OPC,etc), and reticle layouts (OAS,GDS) review and basic tape out process
• Equipped with Photolithography skill set including fundamental lithography theory, Photoresist characteristic and application, new process setup (swing curve, FEM, DoE, Statistic Root Cause Analysis and problem solving methodology, etc), optimization and margin improvement.
• Relevant hardware and application knowledge in Photolithography tools and metrology.
• Possess good interpersonal and oral/written communication skills, with ability to deliver clear and concise messages to both internal and external stakeholders.

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 Assistant in the Department of Information Systems and Analytics, School of Computing. The School of Computing 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:

Key responsibilities:

• Build a tree based private blockchain system for the given specification. It is a tree structure with hash based dependency for validation similar to blockchain.
• Evaluate the tree based system for efficiency, accuracy, scalability, throughput and energy efficiency through simulations with varying data complexities.
• Build an application using the tree based structure and gather insights from users, developers or businesses leveraging BlockForest, focusing on ease of usage/integration and practical benefits.

Only shortlisted candidates will be notified.

Job Requirements

• A Bachelor’s degree with Honours in Computer Science or related area;
• Good knowledge in Blockchain technologies; and
• Experience in research

Candidate will be required to develop, secure and manage industry partnerships for the NGTC. Candidate should stay updated on RF/mmWave GaN market trends and conduct thorough market research and competitive analysis on companies, competitors and the market for actionable insights. This may involve conducting SWOT analyses to enable NGTC to come up with a strategic plan to optimise business and research collaborations.

Candidate will also be responsible for developing and executing marketing strategies to promote NGTC’s capabilities to interested parties.

Candidate will be required to work alongside various internal and external stakeholders and teams to develop NGTC’s strong value propositions and assist with market intelligence to shape the NGTC’s strategies.

Candidate will be required to carry out account management of companies for NGTC to strengthen customer relationships.

Candidate will be required to coordinate and engage with internal stakeholders such as A*STAR’s Industry and Enterprise Group, Institute of Microelectronics or various other public sector agencies.

Requirements:

• Degree in Science or Engineering
• Minimum 5 years of relevant working experience, preferably with a background in GaN technology and industrial commercialization.
• Able to structure and negotiate collaboration agreements.
• Strong analytical skills.
• Strong communication (written and verbal), marketing and interpersonal skills.
• Results oriented, pro-active, and a team player.
• Adaptable and comfortable working in a fast-paced and fast-changing environment.
• Passion to develop Singapore’s semiconductor ecosystem.

Chugai Pharmabody Research Pte. Ltd. (“CPR”) was established in Singapore as a wholly-owned subsidiary of Chugai Pharmaceutical Co., Ltd (Chugai), a member of Roche group, in January 2012 and started operations on July 2, 2012. Located at Biopolis in Singapore, it aims to generate new antibody drugs based on Chugai’s proprietary antibody engineering technologies, such as recycling antibody®, sweeping antibody®, bispecific antibody, various Fc engineered antibodies, and other new antibody engineering technologies that are under development.

Research Assistant – Mid-size Molecule Unit

Job Scope:

· Peptide screening - ELISA, bead-based separation etc.

· DNA/RNA analysis - primer design, PCR, qPCR, purification (spin column, magnetic beads, ethanol precipitation, phenol chloroform extraction etc.), electrophoresis (Agarose gel, Urea-PAGE), NGS(Illumina) etc.

· Protein analysis - SDS-PAGE, western blotting, ELISA etc.

Requirements

· Lead identification screening in drug discovery

· Antibody, protein or peptide engineering

· Biopanning, such as phage display, SELEX, in vitro compartmentalization, microfluidics

· RNA-related analytics, protein purification, NGS data analysis, Biomek operation, etc.

· Degree in Biomedical Science/Biochemistry/Chemical Biology/Biotechnology/Molecular Biotechnology with 1-2 years of working experience in a related field.

· Fresh graduates are welcome to apply.

Interested applicants are invited to email their detailed resume, as well as their qualifications, availability, current and expected salary to: [email protected]

For more information regarding our Company, you may refer to our website at:

http://chugai-pharmabody.com/

We regret that only short-listed candidates will be notified

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

We are currently seeking a highly motivated and talented research assistant/associate to work on research focusing on identifying novel therapies for treatment of acute myeloid leukemia in the laboratory of Dr Shruti Bhatt at the NUS (http://pharmacy.nus.edu.sg/tenure-track-faculty/). The candidate will be an integral member of our research team and will work under the direct supervision of Dr Shruti Bhatt (https://pharmacy.nus.edu.sg/team/asst-prof-shruti-bhatt/) to support ongoing studies including identifying clinical response to targeted therapy in leukemia using BH3 profiling. Opportunity to perform high-throughut chemical screens on cell lines and patient-derived tumor cells. We are looking to hire someone who is interested in doing wet lab experiments. The candidate will be trained in the lab however, prior experience will be given first preference.

The main responsibilities of the position include:

a) Research tasks: 90%

• To perform cell-based assay such as apoptosis, cytoxociity, cell proliferation, immunophenotyping, BH3 profiling.
• Processing of human primary leukemia samples to isolate mononuclear cells and process for flow cytometry.
• To harvest cells, protein, RNA or DNA from animal tissues, cell lines or bacteria.
• To perform experiments including PCR, immunoprecipitation and Western blot.

(b) Laboratory safety/ordering: 10%

• To aid in ordering and maintaining lab supplies.
• To create and review standard operating procedures and risk assessments.
• To assemble reagents, chemicals and media that are needed for experiments.

Qualifications

Qualifications / Discipline:

Bachelor of Science required with major in biological sciences or related field (such as pharmacy, biomedical engineering, life science, etc). Strong background in molecular and cellular biology is preferred.

Skills:

The applicant must be a self-starter with the ability to work well within a team environment, and able to work on his/her own with minimal daily supervision. The individual is expected to be able to multi-task and be well organized, both require good time management skills; pay careful attention to experimental details, and have excellent communication skills. English language reading, writing, and speaking skills required.

Experience:

We will consider a Bachelor's or Master’s degree with or without experience. Additional experience in molecular biology, handling of animals, clinical samples or primary tumors, flow cytometry and fluorescent microscopy will be viewed favorably. Background in apoptosis or leukemia biology is a plus. Candidates with prior knowledge of large data-set analysis will also be preferred. Proficient computer skills are expected with competency in Word, Excel, etc. We are looking for candidates who have at least one year of availability and can start immediately.

As part of IME’s Photonics & Sensors Department, the candidate will take lead of the development of various testing capability for advanced photonics, including but not limited to chip-level and wafer-level testing of optical devices and electro-optical devices at high RF frequencies, as well as the testing of electro-optical sub-modules and sub-systems. You will work closely with an excellent multidisciplinary team working on advanced photonics.

Responsibilities:

• Develop various photonics testing capabilities for both chips and wafers, including design and building of measurement setups
• Perform chip-scale and wafer-scale data collection for OE, EO and OO devices from frequency range of 0 to 110 GHz
• Optimize data acquisition and analysis process to improve test efficiency, e.g. automation of measurement processes for wafer-scale testing and corner analysis
• Manage photonics laboratory including facilities, health and safety, equipment calibration, inventory and stocktake
• Take the lead to procure laboratory equipment and consumables
• Prepare technical presentations and papers for internal meetings, as well as conferences and journals
• Collaborate with project team to ensure quality and on-time delivery for various projects
• Performs other duties as assigned.

Qualifications:

• Bachelor’s or master’s degree in Physics, Electronic/Electrical Engineering, Photonics, Opto-electronics or equivalent
• More than 3 years hands-on experience in active photonics/optoelectronic device testing, especially for high-speed optical modulator and photodetector devices and electronic-photonic integrated circuit.
• More than 3 years hands-on experiences in optical setup construction and semiconductor & optoelectronic device characterization
• Experienced on experimental data acquisition and analysis
• Skillsets in programming or instrument automation is a plus
• Strong skills in problem-solving, communication and providing technical presentations
• Industry experience and awareness is a plus

The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.

Responsibilities:

• Engage and manage various stakeholders (internal and external) expectations and communication.
• Collaborate with functional teams to conduct cleanroom/facility planning and layout
• Carry out physical area/ floor marking, coordinate with functional teams in tool purchase, movement (in/out), tool relocation plan, project timeline and capacity update.
• Perform risk analysis of various project options and outcomes
• Maintain and validate capacity/capital/space models to enable accurate assessment of wafer fabrication and operations loading needs
• Support operational efficiency improvement efforts (cycle time, OEE improvement, capacity optimization, space optimization)

Requirements:

• Degree in Engineering (Industrial & Systems Engineering), Mechanical, or relevant field;
• Proficient in AutoCAD 2D/3D and Simulation Tool preferred
• Proficient with Microsoft Words, Excel and PowerPoint proficiency
• Preferably to have industrial engineering experience in a semiconductor/ manufacturing environment
• Ability to work independently and team player to deliver in fast paced and collaborative environment

Responsibilities:

• Engage and manage various stakeholders (internal and external) expectations and communication.
• Collaborate with functional teams to conduct cleanroom/facility planning and layout
• Carry out physical area/ floor marking, coordinate with functional teams in tool purchase, movement (in/out), tool relocation plan, project timeline and capacity update.
• Perform risk analysis of various project options and outcomes
• Maintain and validate capacity/capital/space models to enable accurate assessment of wafer fabrication and operations loading needs
• Support operational efficiency improvement efforts (cycle time, OEE improvement, capacity optimization, space optimization)

Requirements:

• Degree in Engineering (Industrial & Systems Engineering), Mechanical, or relevant field;
• Proficient in AutoCAD 2D/3D and Simulation Tool preferred
• Proficient with Microsoft Words, Excel and PowerPoint proficiency
• Preferably to have industrial engineering experience in a semiconductor/ manufacturing environment
• Ability to work independently and team player to deliver in fast paced and collaborative environment

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 Global Centre for Asian Women’s Health (GloW) aims to build a global research platform for transdisciplinary endeavours to address major health concerns over a woman's lifespan and across generations. Through its main hub in Singapore, the Centre will engage in multi-disciplinary research to promote women’s health, including a series of diet and lifestyle intervention studies.

Purpose of the role

The project coordinator/manager will play a key role in dietary intervention studies by actively managing and coordinating diet and lifestyle intervention studies in GloW. Responsibilities include development, implementation and monitoring of meal plans, educating participants as needed, collecting dietary data, and performing administrative duties to ensure the studies’ success and compliance. The staff will work closely with Principal Investigators of intervention studies, collaborate closely with the research team, food service team, and other relevant stakeholders, as well as undertake other ad-hoc responsibilities assigned by the Centre’s Director as needed.

Main Duties and Responsibilities

The staff will hold a few key responsibilities, including

(1) Intervention study coordinator:

• Recruit and interview study participants for the intervention study
• Implement methods for collecting dietary data, including detailed food intake records and compliance monitoring.
• Conduct regular assessments to evaluate participants' nutritional status and document any deviations from prescribed diets.

(2) Nutritional Intervention study monitoring:

• Monitor food/nutrient composition for meals developed for intervention study
• Collaborate with the research team to integrate nutritional components into the study design and ensure alignment with research objectives.
• Liaise and coordinate with the Food Service team, providing diet requirements, and assisting in menu and recipe development and analysis as required

Main Duties and Responsibilities

(3) Participant Education and Counseling:

• Provide individualized nutrition education to study participants
• Communicate complex nutritional information and address participants’ questions and concerns about their prescribed meal plans.
• Foster participant compliance by offering ongoing support and guidance, emphasizing the importance of dietary adherence to the research trial.

(4) Administration and Leadership:

• Provide administrative leadership for the trial, ensuring compliance with regulatory, ethics and governance requirements
• Maintain accurate records related to trial administration, participant interactions, and regulatory documentation

(5) Others:

• Any other ad-hoc duties as allocated by the Centre Director

Qualifications

1. Possess a Master's degree (in Nutrition, Dietetics, Food Science & Technology or relevant areas)
2. Strong interpersonal and communication skills
3. Excellent organizational and time-management skills
4. Sound understanding of the research environment
5. Adherence to high standards of professional integrity and ethics
6. Be a Registered Dietitian at Singapore Nutrition & Dietetics Association (SNDA) or other well-recognized Dietitians Association -preferable
7. Preferably with at least 6 years of relevant working experience with the application of nutrition or dietetics background

Qualifications

1. Familiarity with local and global cuisines
2. Independence and adaptability in a fast-paced work environment, adept at working under tight deadlines
3. Commitment to the ongoing development of a positive organizational culture
4. Willingness to continuously learn and stay updated on skills and evidence-based medical and nutrition information
5. Proficient in Microsoft applications (e.g. Excel, Outlook, Word, Powerpoint), online meeting tools
6. Familiar with nutrient databases

Application

Remuneration will be commensurate with the candidate’s qualifications and experience.

Excellent leave and medical benefits by the National University of Singapore.

First round of application review will start on November 20th , 2024. Position will be closed on December 24th, 2024. Only shortlisted candidates will be notified.

Applicants should email 1) a curriculum vitae; and 2) name and contact information of three references.

As part of IME’s Photonics & Sensors Department, the candidate will take lead of the development of various testing capability for advanced photonics, including but not limited to chip-level and wafer-level testing of optical devices and electro-optical devices at high RF frequencies, as well as the testing of electro-optical sub-modules and sub-systems. You will work closely with an excellent multidisciplinary team working on advanced photonics.

Responsibilities:

• Develop various photonics testing capabilities for both chips and wafers, including design and building of measurement setups
• Perform chip-scale and wafer-scale data collection for OE, EO and OO devices from frequency range of 0 to 110 GHz
• Optimize data acquisition and analysis process to improve test efficiency, e.g. automation of measurement processes for wafer-scale testing and corner analysis
• Manage photonics laboratory including facilities, health and safety, equipment calibration, inventory and stocktake
• Take the lead to procure laboratory equipment and consumables
• Prepare technical presentations and papers for internal meetings, as well as conferences and journals
• Collaborate with project team to ensure quality and on-time delivery for various projects
• Performs other duties as assigned.

Qualifications:

• Bachelor’s or master’s degree in Physics, Electronic/Electrical Engineering, Photonics, Opto-electronics or equivalent
• More than 5 years hands-on experience in active photonics/optoelectronic device testing, especially for high-speed optical modulator and photodetector devices and electronic-photonic integrated circuit.
• More than 5 years hands-on experiences in optical setup construction and semiconductor & optoelectronic device characterization
• Experienced on experimental data acquisition and analysis
• Skillsets in programming or instrument automation is a plus
• Strong skills in problem-solving, communication and providing technical presentations
• Industry experience and awareness is a plus

The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.

Job Description:

• Actively working with cross functional stakeholders to plan and develop new lithography process
• Validate mask designs, reticle tape out and post tape out verifications
• Actively participate in internal and external technical discussions to overcome process related challenges and provide relevant solutions
• Perform process characterization, margin study to determine the process capability of new process platform
• Act as subject matter expert and resource for researchers and industry partners to enable process and/or product realization
• Publish process development outcomes and breakthroughs in research community
• Engage with relevant equipment makers/vendors and responsible for selecting and procuring research equipment
• Work with fab team in establishing SPC for newly developed processes

Job Requirements:

• Bachelors/Masters in Materials Science and Engineering, Physics, Electrical Engineering, or closely related fields are welcome to apply
• More than 5 years of relevant working experience in R&D and/or industry environment and broad exposure in handling 6”, 8” and/or 12” substrate covering nano to micron technology nodes, preferably in SiC/GaN/Photonics
• Proficient in Photolithography tools including Immersion/KrF/I-line Scanner/Stepper/Mask Aligner, knowledge in eBeam Lithography tool will be added advantage
• Hands-on experience in metrology including but not limited to CdSEM, Overlay, OCD, DRSEM, Microscope. Capable to create recipe to support various research requirements
• Knowledge in design and simulation (ProLith, OPC,etc), and reticle layouts (OAS,GDS) review and basic tape out process
• Equipped with Photolithography skill set including fundamental lithography theory, Photoresist characteristic and application, new process setup (swing curve, FEM, DoE, Statistic Root Cause Analysis and problem solving methodology, etc), optimization and margin improvement.
• Relevant hardware and application knowledge in Photolithography tools and metrology.
• Possess good interpersonal and oral/written communication skills, with ability to deliver clear and concise messages to both internal and external stakeholders.

Overview of role

At Procter & Gamble (P&G), our Research & Development (R&D) division is where business, innovation, and technology converge to create a competitive edge. Since our founding in 1837, innovation has been the cornerstone of our success. From pioneering fluoride toothpaste to the first heated razor, R&D enables us to enhance lives in meaningful ways—today and for future generations. Our diverse R&D professionals are business leaders who leverage technical expertise to deliver groundbreaking product innovations for our 65 trusted brands.

We are looking for a Senior Scientist in Products Research to join our Skin Care team. We seek candidates with strong critical thinking skills who thrive on leading projects while mentoring and developing others. The successful applicant will spearhead initiatives in one of our “Disrupt Tomorrow” categories, focusing on identifying and addressing consumer and technical challenges with significant potential for growth in the Skin Care Category.

Your team

Located at the P&G Singapore Innovation Center, you will be part of the Skin Care organization. You will have the opportunity to work in multi-functional teams and engage with both internal and external partners.

Key Responsibilities

• Define and execute experimental plans to address complex consumer needs and insights, ensuring a holistic and superior consumer experience.
• Collaborate with cross-functional teams to deliver brand growth strategies through a multi-year innovation master plan, effectively bridging what is needed with what is achievable.
• Leverage global assets to create resource-efficient solutions, optimizing these assets to cater to regional consumer demands.
• Partner closely with the technical community to identify barriers and communicate risks to stakeholders effectively.
• Lead and mentor the Product Research team by clearly defining roles and responsibilities, ensuring full engagement and capability growth to meet both business objectives and individual development goals.

Qualifications

• Bachelor’s or Master’s degree in engineering or a relevant scientific field.
• Minimum of 8 years of experience in Consumer Product Research, with a proven ability to translate consumer insights into technical requirements across various categories.
• Prior experience in Skin Care, particularly in the Asia Pacific, Middle East, and Africa regions, is preferred.
• Demonstrated success in driving large, multi-functional business initiatives within a corporate environment.
• Possesses meticulous and analytical skills, with a strong aptitude for problem-solving.

About us

We produce globally recognized brands and we grow the best business leaders in the industry. With a portfolio of trusted brands as diverse as ours, it is paramount our leaders are able to lead with courage the vast array of brands, categories and functions. We serve consumers around the world with one of the strongest portfolios of trusted, quality, leadership brands, including Always®, Ariel®, Gillette®, Head & Shoulders®, Herbal Essences®, Oral-B®, Pampers®, Pantene®, Tampax® and more. Our community includes operations in approximately 70 countries worldwide.

Visit http://www.pg.com to know more.

Our consumers are diverse and our talents - internally - mirror this diversity to best serve it. That is why we’re committed to building a winning culture based on Inclusion and our ideal candidate is passionate about the same principle: you will join our daily effort of being “in touch” so we craft brands and products to improve the lives of the world’s consumers now and in the future. We want you to inspire us with your unrivaled ideas.

We are committed to providing equal opportunities in employment. We do not discriminate against individuals on the basis of race, color, gender, age, national origin, religion, sexual orientation, gender identity or expression, marital status, citizenship, disability, veteran status, HIV/AIDS status, or any other legally protected factor.

Purpose of the role

To produce and deliver Research with differentiated market insights and actionable ideas to Barclays Clients.

Accountabilities

• Analysis of market, sector, corporate and/or economic data to help develop investment theses for your coverage universe to produce best in class Research.
• Research may range from individual company or sector notes, through to long dated thematic reports.
• Presentation of Research views to Barclays Clients; this can be through direct, face to face and virtual interactions, Research hosted events and written communications.
• Engagement with Markets, Client Strategy and other stakeholders, to raise awareness of your Research both to Clients and internally. Prioritise interaction with the most relevant and valuable Clients for your Research.
• Provision of insights and Research views to internal Clients to help them navigate financial markets and risks.
• Collaboration with the Supervisory Analyst, Compliance and other stakeholders to ensure Research is produced and delivered to Clients and internal stakeholders in a compliant manner.

Assistant Vice President Expectations

• To advise and influence decision making, contribute to policy development and take responsibility for operational effectiveness. Collaborate closely with other functions/ business divisions.
• Lead a team performing complex tasks, using well developed professional knowledge and skills to deliver on work that impacts the whole business function. Set objectives and coach employees in pursuit of those objectives, appraisal of performance relative to objectives and determination of reward outcomes
• If the position has leadership responsibilities, People Leaders are expected to demonstrate a clear set of leadership behaviours to create an environment for colleagues to thrive and deliver to a consistently excellent standard. The four LEAD behaviours are: L – Listen and be authentic, E – Energise and inspire, A – Align across the enterprise, D – Develop others.
• OR for an individual contributor, they will lead collaborative assignments and guide team members through structured assignments, identify the need for the inclusion of other areas of specialisation to complete assignments. They will identify new directions for assignments and/ or projects, identifying a combination of cross functional methodologies or practices to meet required outcomes.
• Consult on complex issues; providing advice to People Leaders to support the resolution of escalated issues.
• Identify ways to mitigate risk and developing new policies/procedures in support of the control and governance agenda.
• Take ownership for managing risk and strengthening controls in relation to the work done.
• Perform work that is closely related to that of other areas, which requires understanding of how areas coordinate and contribute to the achievement of the objectives of the organisation sub-function.
• Collaborate with other areas of work, for business aligned support areas to keep up to speed with business activity and the business strategy.
• Engage in complex analysis of data from multiple sources of information, internal and external sources such as procedures and practises (in other areas, teams, companies, etc).to solve problems creatively and effectively.
• Communicate complex information. 'Complex' information could include sensitive information or information that is difficult to communicate because of its content or its audience.
• Influence or convince stakeholders to achieve outcomes.

All colleagues will be expected to demonstrate the Barclays Values of Respect, Integrity, Service, Excellence and Stewardship – our moral compass, helping us do what we believe is right. They will also be expected to demonstrate the Barclays Mindset – to Empower, Challenge and Drive – the operating manual for how we behave.

Become a member of Barclays Research Product Management Group (PMG),where you’ll be an individual contributor based in Asia, working with senior management and the research leadership team to maximise the impact of Research across internal and external stakeholders. You’ll achieve these goals by owning the Asia Macro & Credit research publication pipeline (both DM and EM), identifying opportunities, and executing on collaborative content with global FICC and equity research. You’ll take care of proactive marketing of Global FICC Research content via publications, content management on BarclaysLive and be responsible for Marketing Research Content with Markets Distribution teams and more widely across the Bank. You’ll strengthen internal collaboration across Research, PMG, Distribution and Trading to deliver high impact content and expand the reach and quality of the Barclays Research franchise. You’ll drive the origination of topical, market-relevant content-led global analyst roadshows, Premier Events, conferences, and client engagement opportunities. You may be assessed on key critical skills relevant for success in the role such as: proven ability to distill information into key messages and deliver succinctly according to the audience. Being experienced in operating in a multi-geographic, matrix organization is a plus, alongside a proven ability to balance commercial, client, and regulatory needs across businesses and geographies. Furthermore, being a self-starter, with the ability to deliver quality results with a positive and energetic style is also a plus.

This role is deemed as a Certified role under the Monetary Authority of Singapore (MAS) and may require the role holder to hold mandatory regulatory qualifications or the minimum qualifications to meet internal company benchmarks.

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 a Research Fellow position in the characterization of adaptive immunity against emerging highly pathogenic viruses, within the Infectious Diseases Translational Research Programme (ID TRP) at the Yong Loo Lin School of Medicine. The ID TRP is a 17-member programme comprising both basic scientists and clinician-scientists, enabling seamless translation of research. The programme has strong expertise in bacterial antibiotic resistance, multidrug resistance, and emerging viruses, covering areas such as epidemiology, molecular mechanisms, animal models, and therapeutic and prophylactic interventions. Other active areas of research include phage biology, pneumococcal infections, and microbiome studies. Appointments will initially be made on a yearly contract basis, with the possibility of extension.

Purpose of the post

We are seeking a highly motivated individual with a strong passion for emerging viral diseases, who is eager to contribute to advancing our understanding of infectious disease threats in this region and to help strengthen preparations for future pandemics. As a Research Fellow (RF), you will play a pivotal role in the project, working closely with the Principal Investigator and the broader study team to ensure the project is completed on time and with high impact.

The primary responsibility of the RF will be to lead the project independently, while also collaborating closely with our regional study partners. You will be expected to design, execute, and oversee experiments, particularly in animal models, to investigate immune responses to emerging viral pathogens. This will involve conducting both humoral and cellular immunological assays, with a focus on understanding how the immune system responds to new and potentially dangerous viral threats.

The ideal candidate will have a strong background in immunology and virology, with expertise in studying immune responses—both humoral and cellular— to infectious diseases. You should be comfortable working independently and taking ownership of the project, while also having the ability to communicate effectively and collaborate with diverse teams of researchers. This is an exciting opportunity for a researcher passionate about making a meaningful contribution to public health and pandemic preparedness.

Main Duties and Responsibilities

The RF will be responsible for:

• Designing and developing assays to assess humoral and cellular immune responses to infectious diseases.
• Conducting animal experiments, with a focus on immunization and infection studies.
• Characterizing and isolating monoclonal antibodies from immunized mouse models.
• Supervising and training research assistants and undergraduate students.
• Collaborating with team members to provide expertise in study design and data analysis.

Qualifications

The applicant should ideally:

• Hold a PhD in virology or immunology.
• Have expertise in T cell and antibody-related techniques.
• Possess hands-on experience in handling laboratory animals.
• Demonstrate a strong research background, with a track record of publications in related fields.

Remuneration will be commensurate with the candidate’s qualifications and experience. Informal enquiries are welcome and should be made to Dr Tan Chee Wah at [email protected].

Formal application: Please submit your application, indicating current/expected salary, supported by a detailed CV (including personal particulars, academic and employment history, complete list of publications/oral presentations and full contacts of three (3) referees to this job portal.

We regret that only shortlisted candidates will be notified.

About ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok and Helo as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.

To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.

Join us.

About the Team

The Seed Foundation Machine Learning (ML) Systems team provides end-to-end (E2E) machine learning experience and machine learning resources for the company. The team builds heterogeneous ML training and inference systems based on GPU and AI chips and advances the state-of-the-art of ML systems technology to accelerate models such as stable diffusion and LLM.

The team is also responsible for research and development of hardware acceleration technologies for AI and cloud computing, via technologies such as distributed systems, compilers, HPC, and RDMA networking. The team is reinventing the ML infra for large scale language models. We have published papers at top tier conferences such as SIGCOMM, NSDI, EuroSys, OSDI, SOSP, MLSys, NeurIPS, etc.

Responsibilities:

- Optimizing large scale parallel training for state of the art deep learning algorithms such as large language models, multi-modality models, diffusion, reinforcement learning, etc

- Research and develop our machine learning systems, including accelerated computing architecture, management and monitoring

- Deploy the machine learning systems, distributed machine learning training and inference

- Manage cross-layer optimization of system and AI algorithms and hardware for machine learning (GPU, ASIC)

Qualifications

Minimum Qualification:

- Bachelor or above degree in distributed, parallel computing principles and know the recent advances in computing, storage, networking, and hardware technologies;

- Familiar with machine learning algorithms, platforms and frameworks such as PyTorch and Jax.

- Have basic understanding of how GPU and/or ASIC works;

- Expert in at least one or two programming languages in Linux environment: C/C++, CUDA, Python;

Preferred Qualifications:

The following experiences will be a big plus:

- GPU based high performance computing, RDMA high performance network (MPI, NCCL, ibverbs);

-Distributed training framework optimizations such as DeepSpeed, FSDP, Megatron, GSPMD - AI compiler stacks such as torch.fx, XLA and MLIR;

- Large scale data processing and parallel computing;

- Experiences in designing and operating large scale systems in cloud computing or machine learning;

- Experiences in in-depth CUDA programming and performance tuning (cutlass, triton)

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

ByteDance will be prioritizing applicants who have a current right to work in Singapore, and do not require ByteDance sponsorship of a visa.

Established in 2023, the ByteDance Doubao (Seed) Team is dedicated to building industry-leading AI foundation models. We aim to do world-leading research and foster both technological and social progress.

With a long-term vision and a strong commitment to the AI field, the team conducts research in a range of areas including natural language processing (NLP), computer vision (CV), and speech recognition and generation. It has labs and researcher roles in China, Singapore, and the US.

Leveraging substantial data and computing resources and through continued investment in these domains, our team has built a proprietary general-purpose model with multimodal capabilities. In the Chinese market, Doubao models power over 50 ByteDance apps and business lines, including Doubao, Coze, and Dreamina, and was launched to external enterprise clients through Volcano Engine. The Doubao app is the most used AIGC app in China.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.

To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.

Join us.

About the team

Welcome to the GAI-Vision team, where we lead the way in developing foundational models for multi-modal visual understanding and generation. Our mission is to solve the challenge of visual intelligence in AI. We conduct cutting-edge research on areas such as vision and language, large-scale vision models, and generative foundation models. Comprising experienced research scientists and engineers, our team is dedicated to pushing the boundaries of foundation model research and implementing our innovations across diverse application scenarios. We foster a feedback-driven environment to continuously enhance our foundation technologies. Come join us in shaping the future of AI and transforming the product experience for users worldwide.

We are looking for talented individuals to join us in 2025. As a graduate, you will get unparalleled opportunities for you to kickstart your career, pursue bold ideas and explore limitless growth opportunities. Co-create a future driven by your inspiration with ByteDance.

Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to ByteDance and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.

Responsibilities

- Conduct research on computer vision, deep learning and AI, addressing a wide range of challenges in deep learning, computer vision, AIGC, graphics, large multi-modality models, diffusion models, video generation, 3D generation, video understanding, self-supervised learning, and autoregressive models. - Explore the application of large-scale/super-large-scale visual foundation models, and contribute to the development of new technologies and products leveraging artificial intelligence.

Qualifications

Minimum Qualifications

- Hold a Ph.D. degree in computer science, electrical engineering, statistics, applied mathematics, data science or related disciplines.

- Possess research and practical experience in one or more areas of computer vision, encompassing multimodal generation (e.g., text-to-image, image, video, 3D generation and editing), diffusion models, GANs, transformers for generation tasks, vision-language models, large-scale training and RLHF.

- Proven track record of high-impact research.

- Collaborate effectively with team members.

- Ability to work independently.

Preferred Qualifications

- Demonstrate impactful publications in leading AI conferences (e.g., CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH, SIGGRAPH Asia) and journals (e.g., TPAMI, JMLR).

- Achievement as a winner in international academic competitions.

- Proficiency in one of the differentiable programming frameworks such as PyTorch, TensorFlow, JAX, etc.

- Possess coding skills in C/C++ and Python.

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://jobs.bytedance.com/en/legal/privacy.

If you have any questions, please reach out to us at [email protected]

About EDDC:

EDDC is a National platform dedicated to developing innovative therapies that transform patients' lives. Our research and development efforts are focused on uncovering the underlying mechanisms of disease and translating this knowledge into impactful treatments. We work collaboratively with public sector and industry partners to translate scientific discoveries arising from Singapore"s biomedical and clinical sciences R&D into innovative healthcare solutions, with a focus on Asian-prevalent diseases.

Position Summary:

We are looking for an experienced research scientist in biologics drug discovery to lead biologics projects and platform. The successful candidate will lead the planning and execution of drug discovery projects, coordinating among different scientific disciplines to implement strategic initiatives, monitor the progress of discovery projects and address any development bottleneck. The role also involves facilitating interactions with internal teams, external partners, and key stakeholders.

Project leadership:

• Lead 1-2 biologics project/platform, including scouting, nominating and driving the projects to meet key milestones
• Collaborate cross-functionally to align project resources and execution, proactive in proposing innovative solutions in the development of biologics therapeutics.
• Plan and execute complex research experiments on a need basis.
• Apply biologics technologies to enhance project innovation and efficiency.
• Partner with external academic and industry collaborations to advance new partnership opportunity.

Function innovation and continuous improvement:

• Active contribution to the function group by offering technical expertise in biologics drug discovery and development.
• Identify and evaluate new process improvement, technologies and approaches and effectively apply to project.

Job Requirements:

• PhD in in pharmaceutical sciences and related biomedical disciplines.
• A minimum of 5 years relevant postdoctoral or pharmaceutical industry experience with a strong focus on biologics drug discovery.
• Demonstrated ability to manage multiple parallel projects.
• Demonstrated capacity to conceptualise, strategise and execute research plans.
• Strong written and verbal communication skills, with an ability to interpret and explain complex data.
• Self-motivated, fast learner with strong organization skills.
• Good interpersonal skills, team-orientated with strong collaborative spirit in building relationships internally and externally.

The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.

About ByteDance

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok and Helo as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.

Why Join Us

Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible.

Together, we inspire creativity and enrich life - a mission we aim towards achieving every day.

To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve.

Join us.

About the Team

The Seed Foundation Machine Learning (ML) Systems team provides end-to-end (E2E) machine learning experience and machine learning resources for the company. The team builds heterogeneous ML training and inference systems based on GPU and AI chips and advances the state-of-the-art of ML systems technology to accelerate models such as stable diffusion and LLM.

The team is also responsible for research and development of hardware acceleration technologies for AI and cloud computing, via technologies such as distributed systems, compilers, HPC, and RDMA networking. The team is reinventing the ML infra for large scale language models. We have published papers at top tier conferences such as SIGCOMM, NSDI, EuroSys, OSDI, SOSP, MLSys, NeurIPS, etc.

Responsibilities:

- Optimizing large scale parallel training for state of the art deep learning algorithms such as large language models, multi-modality models, diffusion, reinforcement learning, etc

- Research and develop our machine learning systems, including accelerated computing architecture, management and monitoring

- Deploy the machine learning systems, distributed machine learning training and inference

- Manage cross-layer optimization of system and AI algorithms and hardware for machine learning (GPU, ASIC)

Qualifications

Minimum Qualification:

- Bachelor or above degree in distributed, parallel computing principles and know the recent advances in computing, storage, networking, and hardware technologies;

- At least 3 years or more working experiences;

- Familiar with machine learning algorithms, platforms and frameworks such as PyTorch and Jax.

- Have basic understanding of how GPU and/or ASIC works;

- Expert in at least one or two programming languages in Linux environment: C/C++, CUDA, Python;

Preferred Qualifications:

The following experiences will be a big plus:

- GPU based high performance computing, RDMA high performance network (MPI, NCCL, ibverbs);

-Distributed training framework optimizations such as DeepSpeed, FSDP, Megatron, GSPMD - AI compiler stacks such as torch.fx, XLA and MLIR;

- Large scale data processing and parallel computing;

- Experiences in designing and operating large scale systems in cloud computing or machine learning;

- Experiences in in-depth CUDA programming and performance tuning (cutlass, triton)

ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.