Platform Product Manager - LLM Data Acquisition and Production

3 Months ago • 7 Years + • Monetization

Job Summary

Job Description

ByteDance is seeking a Platform Product Manager to lead the data acquisition and production efforts for its large language models (LLMs). This role will be responsible for analyzing and monitoring the usage of annotation platforms, identifying opportunities for improvement, building features to meet the demands of data production, researching and integrating third-party tools, and ensuring data annotation and storage security. The ideal candidate will have a solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF), as well as experience in moderation, labeling, or annotation platforms and tools. They will also be a strong communicator and collaborator, able to effectively advocate for their ideas while maintaining a focus on prioritized goals and the bigger picture.
Must have:
  • Solid understanding of alignment and related approaches
  • Minimum of seven years of experience as a product manager
  • Proficiency in English
  • Strong interest in LLMs and human behavior
  • Collaborative team player
Good to have:
  • Global education or work experience
  • Experience with moderation, labeling, or annotation platforms

Job Details

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, 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 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 1. Analyze and monitor the usage of annotation platforms and identify potential critical improvement opportunities 2. Build features with annotation platform tech teams to meet the demands of data production from scratch 3. Research and integrate 3rd party tools to improve annotation quality and efficiency 4. Work with compliance team to assure data annotation and storage security
Qualifications
1. Solid understanding of alignment and related approaches, such as Supervised Fine-Tuning (SFT), Reinforcement Learning from Human Feedback (RLHF), and others. Or solid experience in moderation, labeling, or annotation platforms and tools. 2. Minimum of seven years of experience as a product manager or product strategist, including process design experience. 3. Proficiency in English (spoken and written). Global education or work experience are preferred. 4. 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. 5. 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.

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