Product Manager, LLM Training

4 weeks ago


Singapore BYTEDANCE PTE. LTD. Full time
Roles & Responsibilities

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 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

Responsible for requirement analysis and strategy optimization of Big Language Model, responsible for data quality and model effect, and working with multiple teams such as evaluation and R & D to improve model effect.


Responsibilities:

1. Collaborate with business teams to integrate ByteDance self-developed LLM into new and existing product offerings and services; identify room for improvement of Global Seed LLM from studies of user behaviors and feedback.

2. Collaborate with technical teams to precisely define the data requirements necessary for aligning Large Language Models (LLMs) across global markets.

3. Develop methodologies for data acquisition and production, while also monitoring costs and assessing the effectiveness and efficiency of these processes. Ensure data quality is maintained at high standards and continually enhances processes based on both quantitative and qualitative feedback.

4. Evaluate the impact of data production tools on the effectiveness and quality of data production. Work closely with technical teams to enhance both the quality and effectiveness of these tools.


Qualifications

Minimum Qualifications:

1. Solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF)

2. Minimum of three years of experience as a product manager for algorithm-driven products or features, or as an algorithm engineer

3. Proficiency in English (spoken and written).


Preferred Qualifications:

1. A strong interest in both LLMs and human behavior/experience/wellbeing. Must be an enthusiastic learner. This position is not suitable for individuals who find reading papers and books to be tedious.

2. Collaborative team player who knows how to assertively advocate for their ideas without being overbearing. Skilled in maintaining attention to detail while staying focused on prioritized goals and the bigger picture.


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

Management Skills
Assessing
Books
Agile
Data Quality
Strategy
Product Management
Attention to Detail
Advocate
Communication Skills
Team Player
  • Product Manager

    4 weeks ago


    Singapore BYTEDANCE PTE. LTD. Full time

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

  • Product Manager

    4 weeks ago


    Singapore BYTEDANCE PTE. LTD. Full time

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


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore AI Rudder Full time

    Job Summary:We are seeking an experienced LLM Operations Expert to join our team. As an LLM Operations Expert, you will be responsible for designing and delivering comprehensive voicebot/chatbot solutions on time according to requirements. You will coordinate and communicate with relevant external resources and drive the execution of production or...


  • Singapore Shopee Full time

    About This RoleWe're seeking an experienced professional to join our team as a Chatbot Product Development Lead. In this position, you will develop and enhance our chatbot, leveraging Large Language Model (LLM) technology to improve the e-commerce experience. You will also work closely with data scientists to iterate on LLM algorithms for improved...


  • Singapore ByteDance Full time

    Responsibilities About Doubao (Seed) Founded in 2023, the ByteDance Doubao (Seed) Team, is dedicated to pioneering advanced AI foundation models. Our goal is to lead in cutting-edge research and drive technological and societal advancements. With a strong commitment to AI, our research areas span deep learning, reinforcement learning, Language, Vision,...

  • LLM Coding Trainer

    4 weeks ago


    Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...

  • LLM Coding Trainer

    4 weeks ago


    Singapore BYTEDANCE PTE. LTD. Full time

    Roles & ResponsibilitiesAbout ByteDanceFounded 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,...


  • Singapore BetterData Pte Ltd Full time

    We are seeking a proactive Large Language Model (LLM) Engineer to lead the development of text generation systems. The ideal candidate will possess a deep understanding of deep learning and advanced NLP techniques. Key Responsibilities: Architect and fine-tune large language models to generate synthetic text grounded to the statistics of a set of tabular...


  • Singapore Netskope Full time

    Role OverviewIn this role, you will spearhead the development of advanced GenAI/LLM Applications protection solutions. You will design and conduct technical research related to GenAI applications Security.You will collaborate with other internal engineering, product management, and AI/ML teams to develop and integrate innovative security capabilities into...


  • Singapore OutcomesAI, Inc. Full time

    Are you passionate about leveraging the power of AI to drive innovation in healthcare? Do you have a strong background in AI, data science, and software engineering? If so, we want to hear from you! At OutcomesAI, Inc., we're committed to delivering exceptional results through the application of cutting-edge AI technologies.As a Lead LLM-based Solution...

  • Front-end Developer

    4 weeks ago


    Singapore ALEPH DIGITAL TECHNOLOGIES PTE. LTD. Full time

    Roles & ResponsibilitiesCompany OverviewAt Aleph Technologies, we're on a mission to revolutionize the industrial landscape, making process manufacturing and logistics networks smarter, greener, and more efficient. Our AI-powered software transforms complex processes into streamlined, optimized systems. Acting as a co-pilot for engineers, our platform helps...

  • Front-end Developer

    4 weeks ago


    Singapore ALEPH DIGITAL TECHNOLOGIES PTE. LTD. Full time

    Roles & ResponsibilitiesCompany OverviewAt Aleph Technologies, we're on a mission to revolutionize the industrial landscape, making process manufacturing and logistics networks smarter, greener, and more efficient. Our AI-powered software transforms complex processes into streamlined, optimized systems. Acting as a co-pilot for engineers, our platform helps...