Large Language Model Algorithm Engineer

2 weeks ago


Singapore BYTEPLUS PTE. LTD. Full time
Roles & Responsibilities

Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, 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

AML is ByteDance's machine learning platform, serving as the middle platform for machine learning. It provides training and inference systems for recommendation, advertising, computer vision (CV), speech, and natural language processing (NLP) for businesses such as Douyin, Toutiao, and Xigua Video. AML offers powerful machine learning computing resources to internal business departments, conducting research on algorithms that are both universal and innovative in addressing issues in these businesses. Additionally, through the Volcano Engine, AML provides core capabilities of some machine learning and recommendation systems to external enterprise clients. Moreover, AML engages in cutting-edge research in fields like AI for Science and scientific computing.


Volcano Ark is a large language model (LLM) service platform launched by Volcano Engine, offering comprehensive functionalities and services such as model training, inference, evaluation, and fine-tuning, with a focus on supporting the LLM ecosystem. Volcano Ark, through a stable and reliable security and mutual trust solution, ensures the security of models provided by model providers and the information security of model users. It accelerates the penetration of large model capabilities into various industries, contributing to the commercial growth of model providers and users.


Responsibilities:

- Contribute to the advancement of next-generation artificial intelligence technologies, including large models, multimodal capabilities, text comprehension, generation algorithms, and reinforcement learning within the context of Volcano Ark.

- Focus on and drive the practical application of relevant technologies in business scenarios, including but not limited to knowledge base question-answering, voice assistants, Text2Code, summarization and instruction extraction, role-playing, intelligent content creation, etc.

- Conduct in-depth tracking and research on cutting-edge technologies in large models and related areas, including but not limited to NLP (Natural Language Processing), CV (Computer Vision), multimodal capabilities, and embodied intelligence.


Qualifications

Minimum Qualifications

- Bachelor's degree or above in Computer Science, Engineering or equivalent is preferred, with 3+ years of experience building scalable system;

- Excellent coding skills, a solid foundation in data structures and algorithms, and familiarity with deep learning frameworks such as PyTorch.

- Experience in the fields of natural language processing, computer vision, video understanding, reinforcement learning, etc., is preferred.


Preferred Qualifications

- In the large model field, preference will be given to those who have led impactful projects or published influential papers. Priority will be given to those with experience in pre-trained models and downstream applications in NLP, CV, video, etc.

- Preference will be given to candidates with publications in top-tier conferences (NeurIPS, ICML, ICLR, CVPR, ICCV, ACL, KDD, etc.), relevant internship experience, or ACM competition winners.


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.


Tell employers what skills you have

TensorFlow
Information Security
Machine Learning
Image Processing
Data Structures
Natural Language Processing
Mathematics
Artificial Intelligence
Computer Vision
PyTorch
Python
AML
Statistics
Publications
Scientific Computing
Signal Processing
  • AI Researcher

    2 weeks ago


    Singapore PERSOLKELLY SINGAPORE PTE. LTD. Full time

    Roles & ResponsibilitiesJob Responsibilities:• for research and development on the algorithm for Large Vision-Language Generation Models in the multimedia field, make breakthroughs in key algorithm technologies, such as controllable image generation, fine-grained generation content control, text-to-image generation, text-to-video generation, image editing,...

  • Algorithm Engineer

    3 weeks ago


    Singapore ZOLOZ PTE. LTD. Full time

    Roles & ResponsibilitiesJob ResponsibilitiesResponsible for the algorithm research and development, delivery, and customer support for ZOLOZ, the overseas business of Ant Group's security technology. Design algorithmic solutions for security scenarios targeting overseas customers, including task breakdown and the development of algorithm modules. Closely...


  • Singapore This is an IT support group Full time

    About the RoleThis role involves collaborating with policy, product, R&D, and Algorithm teams to ensure prompt designs comply with policy and operational requirements, expanding large model applications across business scenarios.Key Responsibilities:Drive decision-making through data analysis tools (Excel, SQL, Python), produce operational reports, analyze...

  • Algorithm Engineer

    2 weeks ago


    Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesByteDanceFounded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, 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,...


  • Singapore SHOKZ (SINGAPORE) PTE. LTD. Full time

    Roles & ResponsibilitiesAs the first bone conduction headset manufacturer in China, Shokz pioneered the foray into patented bone conduction technology and has built itself as a world-renowned headphone brand with its signature open-ear design. Utilising numerous patented acoustics and health technologies in areas like bone conduction and other related...


  • Singapore This is an IT support group Full time

    About TikTok 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, with offices in New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo. Why Join Us Creation is the core of TikTok's purpose. We...


  • Singapore SHOKZ (SINGAPORE) PTE. LTD. Full time

    Roles & ResponsibilitiesAs the first bone conduction headset manufacturer in China, Shokz pioneered the foray into patented bone conduction technology and has built itself as a world-renowned headphone brand with its signature open-ear design. Utilising numerous patented acoustics and health technologies in areas like bone conduction and other related...


  • 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...


  • 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...


  • Singapore TIKTOK PTE. LTD. Full time

    TikTok is the leading destination for short-form mobilevideo. At TikTok, our mission is to inspire creativity and bringjoy. 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 JoinUsCreation is the core of TikTok's purpose. Ourplatform is built to...


  • Singapore TIKTOK PTE. LTD. Full time

    TikTok is the leading destination for short-form mobilevideo. At TikTok, our mission is to inspire creativity and bringjoy. 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 JoinUsCreation is the core of TikTok's purpose. Ourplatform is built to...


  • Singapore TIKTOK PTE. LTD. Full time

    TikTok is the leading destination for short-form mobilevideo. At TikTok, our mission is to inspire creativity and bringjoy. 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 JoinUsCreation is the core of TikTok's purpose. Ourplatform is built to...


  • Singapore TIKTOK PTE. LTD. Full time

    TikTok is the leading destination for short-form mobilevideo. At TikTok, our mission is to inspire creativity and bringjoy. 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 JoinUsCreation is the core of TikTok's purpose. Ourplatform is built to...


  • 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...


  • 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...

  • TikTok Shop

    5 days ago


    Singapore TikTok Full time

    2 weeks ago Be among the first 25 applicants Responsibilities About TikTok TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok sponsorship of a visa. TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global...

  • Algorithm Engineer

    1 week ago


    Singapore SHOKZ (SINGAPORE) PTE. LTD. Full time

    Roles & ResponsibilitiesAbout SHOKZAs the first bone conduction headset manufacturer in China, Shokz pioneered the foray into patented bone conduction technology and has built itself as a world-renowned headphone brand with its signature open-ear design. Utilising numerous patented acoustics and health technologie, Shokz aims to accelerate the development of...

  • Algorithm Engineer

    2 weeks ago


    Singapore HPS PARTNERS PTE. LTD. Full time

    Roles & ResponsibilitiesJob Description:Seeking an experienced and passionate Integrated Sensing and Communication Algorithm Engineer to research and develop next-generation integrated sensing and communication technologies, driving the development of intelligent driving and intelligent cabin systems. This position will focus on the design and optimization...

  • Algorithmic Trader

    5 days ago


    Singapore Gravitas Recruitment Group (Global) Ltd Full time

    We are looking for a talented Algorithmic Trader - HFT to join our team at Gravitas Recruitment Group (Global) Ltd.About the PositionThis is a unique opportunity to work on high-frequency trading strategies and contribute to the growth of our organization. As a High-Frequency Trading Professional, you will be responsible for developing and deploying...

  • Vision-Language Model

    2 weeks ago


    Singapore RAKUTEN ASIA PTE. LTD. Full time

    Roles & ResponsibilitiesSituated in the heart of Singapore's Central Business District, Rakuten Asia Pte. Ltd. is Rakuten's Asia Regional headquarters. Established in August 2012 as part of Rakuten's global expansion strategy, Rakuten Asia comprises various businesses that provide essential value-added services to Rakuten's global ecosystem. Through...