LLM platform R&D engineer

5 months ago

Singapore TIKTOK PTE. LTD. Full time
Roles & Responsibilities

Responsibilities

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.



Why Join Us

Creation is the core of TikTok's purpose. Our platform is built to help imagination thrive. This is doubly true of the teams that make TikTok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

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

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

Join us.


About The Team:

The mission of the TikTok Eng-AI Innovation Center is to explore cutting-edge AGI technologies, including but not limited to LLM, multi-modal LLM (video/image/audio/text/code), etc., to let machine better understand user creations on TikTok platform. Regarding to video/image/audio/text, enhanced content understanding can bring better user experience of searching, recommendation, and can more accurately identify and defend internet abuse and fraud on our platform. Regarding to code, our developed LLM aims to automatically re-organize/optimize TikTok codebase, and make the code/coding become more accessible for TikTok engineers.


Job Responsibilities

1. Participate in the design and implementation of a high-availability, scalable, distributed large-model machine learning platform to support the development and efficient iteration of large models for TikTok;

2. Explore cutting-edge technologies related to large-model engineering(LLMOps), covering areas such as data processing, model training, inference services, evaluation system, automated orchestration, prompt engineering, and resource scheduling;

3. Construct a high-performance, cost-effective large-model inference service architecture that ensures high service availability.;

4. Explore the application of frontier large models, Code Agents, etc;

Qualifications

Minimum Qualification

- Bachelor's degree or higher in Computer Science or related fields, with good communication and teamwork skills;

- Solid programming foundation, good coding style, familiar with multi-thread programming, distributed computing, network communication, memory management, and design patterns;

- Experience in engineering R&D or infrastructure, proficient in at least one of the following development languages: C/C++, Python, Golang; and experience researching and developing distributed systems, with the capability and experience in optimizing system performance.

- Experience in developing and deploying large-scale models, including data processing, training, deployment, and evaluation and DevOps/MLOps;

- Experience in large-model service deployment and optimization and distributed scheduling, computing, and storage projects like K8s, Ray, Hadoop, Spark, HDFS;

- Familiarity with deep learning frameworks such as TensorFlow, PyTorch, and understanding of large-model engineering frameworks like vllm/langchain.


Preferred Qualifications

- Passion for technology, good communication skills and team spirit


TikTok 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 TikTok, our mission is to inspire creativity and bring joy. 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.


Tell employers what skills you have

TensorFlow
Machine Learning
Design Patterns
Hadoop
User Experience
Team Spirit
PyTorch
Imagination
Good Communication Skills
Distributed Systems
Python
Fraud
Orchestration
Teamwork Skills
Scheduling

  • LLM platform R&D engineer

    5 days ago

    Singapore TIKTOK PTE. LTD. Full time

    ResponsibilitiesTikTok is the leadingdestination for short-form mobile video. At TikTok, our mission isto inspire creativity and bring joy. TikTok's global headquartersare in Los Angeles and Singapore, and its offices include New York,London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, andTokyo.Why Join UsCreationis the core of TikTok's purpose. Our...

  • Head of r&d(singapore)

    3 weeks ago

    Singapore PatSnap Full time

    Company Introduction Pat Snap is a Saa S-based tech innovation intelligence service provider. Pat Snap helps R&D leaders to maximize the value of innovation intelligence within their R&D workflow and strategic planning. As the global leaders in connected innovation intelligence, Pat Snap uses AI-powered and machine learning technology to comb through...

  • Head of R&D

    3 weeks ago

    Singapore RANDSTAD PTE. LIMITED Full time

    Roles & Responsibilitiesabout company I am currently working with Series E company.Salary budget wide open. 3 rounds of interview to offer. 5 days in office at CBD.about job● Currently managing 10 engineers. Need to expand and grow the team to 40 engineers● Develop and execute R&D and AI strategies aligned with global objectives● Collaborate on...

  • Data Engineer

    4 weeks ago

    Singapore PatSnap Full time

    About PatSnapPatsnap empowers IP and R&D teams by providing better answers, so they can make faster decisions with more confidence. Founded in 2007, Patsnap is the global leader in AI-powered IP and R&D intelligence. Our domain-specific LLM, trained on our extensive proprietary innovation data, coupled with Hiro, our AI assistant, delivers actionable...

  • Senior Software Developer for R&D Platforms

    1 week ago

    Singapore Rohde & Schwarz Full time

    Rohde & Schwarz is a leading technology company in the fields of test and measurement, broadcasting, and cybersecurity.We are currently looking for a talented Senior Software Developer to join our R&D team in Singapore. The successful candidate will be responsible for developing and maintaining software platforms for our R&D activities.The ideal candidate...

  • Engineer (R&D)

    3 weeks ago

    Singapore COILCRAFT SINGAPORE PTE LTD Full time

    Roles & ResponsibilitiesIn this position, you will work in a multi-disciplinary, collaborative customer-focused environment todetermine and translate customer needs into effective design solutions in our research and developmentdepartment by: Researching on electronic components and design new products to meet market needs. Supporting complete R&D project...

  • Principal/senior r&d mechanical engineer

    3 weeks ago

    Singapore Hudson Singapore Full time

    Principal/Senior R&D Mechanical Engineer (BH-80061) Location: Singapore, SingaporeSector: Manufacturing & ProductionSalary: 8,000.00 SGD to 12,000.00 SGD per month THE COMPANY Our Client is a renowned organisation in the Medical Device industry with a strong presence in APAC and Singapore. They are looking for a Principal/Senior R&D Mechanical Engineer to...

  • AI Research Scientist

    4 weeks ago

    Singapore TikTok Full time

    About The TeamWe are a group of innovators working on cutting-edge AI technologies at TikTok's Eng-AI Innovation Center. Our mission is to explore the possibilities of Large Language Models (LLM) and their applications in various domains.Job DescriptionWe are seeking talented researchers to join our team in the development of LLM Agent platform. The ideal...

  • Senior r&d engineer

    4 weeks ago

    Singapore JTE Recruit Pte Ltd Full time

    Our Client: Engineering Industry Central Region 5 Days, Monday to Friday Up to $8,000 per month Responsibilities: Lead development of new processes to recycle and reuse metal scraps. Research and develop processes of upcycling metal scraps (titanium/aluminum alloy). Research recycling of 3 DP metal powders and reduction of raw material costs. Provide...

  • Mechanical Design Engineer

    1 month ago

    Singapore MAKINO ASIA PTE LTD Full time

    Roles & ResponsibilitiesWe are seeking talented R&D Engineer to assist with the design and customization of our new/existing Vertical milling machine portfolio. In this role, you will be working closely with the R&D team to create functional design concepts, validate designs, and follow through from design stage to production.Responsibilities: Developing...

  • Senior ai engineer

    3 weeks ago

    Singapore Hays Full time

    Senior AI Engineer (LLM/ NLP) Hays Singapore Apply now Posted 2 days ago Flexible Job Permanent SGD7000.0 - SGD9000.0 per month + 9000 A leading technology organisation is seeking a Senior AI Engineer (LLM / NLP) with 2-5 years of hands-on experience in NLP solution development, particularly in NLP solution design, development and deployment. Your new role...

  • Engineer ii

    2 weeks ago

    Singapore Cardinal Health Singapore 225 Pte Ltd Full time

    Position Summary Provides technical documentation expertise in design control, NPR, CDP and related activities. Job Description Lead the design control activities for new product development and lead the change development process for current products Update the existing design control and related documents based on the changes Performs technical...

  • Engineer ii, r&d

    2 weeks ago

    Singapore Cardinal Health Full time

    Provides technical documentation expertise in design control, NPR, CDP and related activities. Job Description Lead the design control activities for new product development and lead the change development process for current products. Update the existing design control and related documents based on the changes. Perform technical documentation review of...

  • Principal/senior r&d mechanical engineer

    3 weeks ago

    Singapore Hudson Global Resources Full time

    THE COMPANY Our Client is a renowned organisation in the Medical Device industry with a strong presence in APAC and Singapore. They are looking for a Principal/Senior R&D Mechanical Engineer to join their team in Singapore, reporting to the R&D Director. THE ROLE The Principal/Senior R&D Mechanical Engineer is responsible for: Mechanical Design of new...

  • Principal/senior r&d mechanical engineer

    2 weeks ago

    Singapore Hudson Global Resources Full time

    THE COMPANY Our Client is a renowned organisation in the Medical Device industry with a strong presence in APAC and Singapore. They are looking for a Principal/Senior R&D Mechanical Engineer to join their team in Singapore, reporting to the R&D Director.THE ROLE The Principal/Senior R&D Mechanical Engineer is responsible for:Mechanical Design of new product...

  • Project Engineer

    3 months ago

    Singapore MAKINO ASIA PTE LTD Full time

    Roles & ResponsibilitiesJob Description:The Prototype Machine Project Engineer is responsible for overseeing the entire process of building new prototype machines, from initial design transfer to final production handoff. This role requires managing various aspects of the project, including material procurement, troubleshooting, and team supervision, to...

  • Senior r&d engineer

    4 days ago

    Singapore Jte Recruit Pte. Ltd. Full time

    Our Client: Engineering Industry Central Region 5 Days, Monday to Friday Up to $8,000 per month Responsibilities: Lead development of new process to recycle and reuse metal scraps. Research and develop process of upcycling metal scraps (titanium/aluminum alloy). Research recycling of 3 DP metal powders and reduction of raw material cost. Provide development...

  • R&D Engineers – Senior Mechanical

    1 month ago

    Singapore NIVABIZ PTE. LTD. Full time

    Roles & ResponsibilitiesR&D Engineers – Senior Mechanical for Malaysia (Bayan Lepas, Penang)Our Penang R&D lab presents a range of exciting opportunities for motivated professionals looking to excel in the field of engineering and design. Our team has helped many clients turn their ideas into reality by creating elegant solutions to complex problems....

  • Principal/senior r&d mechanical engineer

    2 weeks ago

    Singapore Hudson Global Resources Full time

    THE COMPANY Our Client is a renowned organisation in the Medical Device industry with a strong presence in APAC and Singapore. They are looking for a Principal/Senior R&D Mechanical Engineer to join their team in Singapore, reporting to the R&D Director.THE ROLEThe Principal/Senior R&D Mechanical Engineer is responsible for: Mechanical Design of new product...

  • Assistant director

    2 weeks ago

    Singapore Maritimeinstitute Full time

    Roles and ResponsibilitiesWe are seeking an Assistant Director / Senior Manager to be part of our R&D team, striving towards our mission of establishing Singapore as a leading global maritime research centre of excellence in Next Generation Port, Smart Shipping, and Green Technologies.You will support the Deputy Executive Director and work with a team of...