LLM platform R&D engineer

3 weeks ago

Singapore TIKTOK PTE. LTD. Full time
Roles & 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

  • R&D Engineer

    3 weeks ago

    Singapore PANASONIC R&D CENTER SINGAPORE Full time

    Roles & ResponsibilitiesPanasonicEnriching Lives ThroughINNOVATION & TECHNOLOGYGoing beyond just providing good products, we at Panasonic are firmly entrenched in the brief of delivering ideas that will provide a profound impact on people's lives around the world. At the forefront of this endeavor is ensuring that our ideas are allied with the relentless...

  • R&D Engineer

    3 weeks ago

    Singapore PANASONIC R&D CENTER SINGAPORE Full time

    Roles & ResponsibilitiesPanasonicEnriching Lives ThroughINNOVATION & TECHNOLOGYGoing beyond just providing good products, we at Panasonic are firmly entrenched in the brief of delivering ideas that will provide a profound impact on people’s lives around the world. At the forefront of this endeavor is ensuring that our ideas are allied with the relentless...

  • LLM platform R&D engineer

    3 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok 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 UsCreation is the core of TikTok's...

  • R&D Engineer

    3 weeks ago

    Singapore DIGITAL PLACE VISION PTE. LTD. Full time

    Roles & ResponsibilitiesAs a member of our R&D team, the person will work on applications of AI & machine learning to solve large-scale business problems in retail and supply chain management (SCM), collaborating with both colleagues and partner organizations in Singapore and abroad.Responsibilities:● Communicate with our clients to understand their...

  • Head of R&D

    5 days ago

    Singapore DADACONSULTANTS PTE. LTD. Full time

    Roles & ResponsibilitiesKey Responsibilities:Lead and manage R&D teams, providing technical guidance and coaching to team members Collaborate with Business/Product Managers and User Experience Designers to scope product features and define technical requirements Design intelligent systems, develop algorithms, and architect cross-platform mobile...

  • Robotics Engineer

    4 days ago

    Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

    Key Responsibilities:Collaborate with robotics scientists and engineers to develop next-generation autonomous mobile robots (AMR).Integrate, test, and validate R&D outputs into AMR platforms, ensuring seamless functionality.Setup, integrate, program, and test robot arms, manipulators, and end-effectors from various manufacturers.Provide hands-on support for...

  • R&D Engineer

    4 weeks ago

    Singapore DURAPOWER TECHNOLOGY (SINGAPORE) PTE. LTD. Full time

    Roles & ResponsibilitiesJob Title: R&D Engineer - Electrolyte (Battery Material Research Division)Location: NTU-Durapower Advance Lithium Battery Joint Lab #02-01, 1 Cleantech Loop, Singapore 637141Overview:We are seeking dedicated R&D Engineers specializing in electrolyte development to join our dynamic Battery Material Research Division. This role focuses...

  • Culinary R&D Manager

    2 days ago

    Singapore The Platform Collective Co Full time

    **Role Overview**Culinary R&D Manager is responsible for driving innovation in menu development and ensuring operational feasibility of new menu items.The ideal candidate will have strong understanding of food costing, standardization, and efficiency and be able to advise on equipment needed for food prep, assembly, and storage.Responsibilities...

  • R&D Director

    1 week ago

    Singapore ASMPT SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesASMPT is a global leader in semiconductor and electronics assembly solutions, driving cutting-edge innovation in Advanced Packaging technologies. Our Singapore R&D center plays a critical role in pioneering next-generation solutions for high-performance semiconductor applications.R&D DirectorWe are seeking an experienced R&D Director...

  • Senior R&D Director

    3 weeks ago

    Singapore SYNERGY HI-PRECISION (S) PTE. LTD. Full time

    Roles & ResponsibilitiesJob Summary:We are seeking a visionary and highly experienced Senior Director of Research & Development (R&D) to lead our innovation efforts and drive the development of cutting-edge products and technologies. The ideal candidate will have a strong background in R&D leadership, strategic planning, and cross-functional collaboration to...

  • R&D Integration Specialist

    3 days ago

    Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

    R&D Integration Manager Job DescriptionNTU (Nanyang Technology University) is seeking an experienced R&D Integration Manager to join our team. The successful candidate will be responsible for coordinating simulation activities and managing the integration of R&D projects across various environments.About the Role- The R&D Integration Manager will work...

  • R&D Platform Development Engineer

    1 week ago

    Singapore DIGI SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesJob SummaryR&D engineer to involve in designing and testing of our new range of products. In this role, you will be working closely with hardware and firmware team to create functional design concepts, test existing designs, and oversee the implementation of development projects. You may also be spearheading the redesign of existing...

  • R&D Packaging Engineer

    1 week ago

    Singapore BECTON DICKINSON MEDICAL PRODUCTS PTE LTD Full time

    Roles & ResponsibilitiesWe are the makers of possibleBD is one of the largest global medical technology companies in the world. Advancing the world of health is our Purpose, and it's no small feat. It takes the imagination and passion of all of us—from design and engineering to the manufacturing and marketing of our billions of MedTech products per...

  • Mechanical Design Engineer

    3 weeks 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...

  • R&D Test Engineer

    3 weeks ago

    Singapore INTERNATIONAL RENEWABLE ENERGY HOLDING PTE. LTD. Full time

    Roles & ResponsibilitiesAbout the Company:Founded in 2018, International Renewable Energy Holding is a Singapore-based renewable fuel and electricity generation company that has developed and patented innovative solution in membrane technology that will provide smart fuel solutions.Key responsibilities:• Enthusiasm for hydrogen as an alternative fuel•...

  • R&D Test Engineer

    3 weeks ago

    Singapore INTERNATIONAL RENEWABLE ENERGY HOLDING PTE. LTD. Full time

    Roles & ResponsibilitiesAbout the Company:Founded in 2018, International Renewable Energy Holding is a Singapore-based renewable fuel and electricity generation company that has developed and patented innovative solution in membrane technology that will provide smart fuel solutions.Key responsibilities:• Enthusiasm for hydrogen as an alternative fuel•...

  • LLM algorithm research scientist

    3 weeks ago

    Singapore TIKTOK PTE. LTD. Full time

    Roles & ResponsibilitiesTikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including San Jose, Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.Why Join UsCreation is the core of TikTok's purpose. Our platform is built to help...

  • R&D Engineer

    2 weeks ago

    Singapore AKRIBIS SYSTEMS PTE. LTD. Full time

    Roles & ResponsibilitiesDepartment Overview:The stage R&D department develops new technologies and products for the stage business unit. We work on a wide range of products ranging from ultraprecision systems that achieve nanometer-level precision for semiconductor applications, to large format and highly dynamic gantry systems capable of accelerating...

  • Product R&D Director

    3 weeks ago

    Singapore LEAD GENERAL HOT POT PTE. LTD. Full time

    Roles & ResponsibilitiesJob Overview:The Product R&D Director is responsible for overseeing the overall planning, strategy, and execution of product development initiatives. This role ensures that products are delivered on time, at high quality, and meet market demands. The position requires cross-departmental collaboration, working with R&D teams,...

  • AI/ML R&D Architect

    3 weeks ago

    Singapore PERSOLKELLY SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesWe are seeking an AI/ML R&D Architect to join our clients team and work on innovative solutions for large-scale business challenges in retail and supply chain management. You will collaborate with clients, internal teams, and partner organizations to develop and implement AI/ML solutions that drive business impact.Key...