Product Manager - LLM Data Acquisition and Production (Safety Domain)

6 Months ago • 4 Years + • Monetization

Job Summary

Job Description

This role focuses on building and evaluating safety systems around Large Language Models (LLMs) to ensure safe and responsible AI development. As a Product Manager, you will be responsible for defining the strategy and roadmap for LLM data acquisition and production, ensuring data quality, and collaborating with engineering teams to improve model performance. You will work closely with the evaluation and research and development (R&D) teams to improve the overall safety and effectiveness of LLMs. Your primary responsibilities will include building safety models and classifiers, evaluating the impact of these systems, and proactively mitigating potential biases and vulnerabilities in LLM safety systems.
Must have:
  • Solid understanding of LLM safety challenges
  • 4+ years experience in product management or strategy
  • Proficiency in English (spoken and written)
  • Familiar with building safety frameworks and systems
Good to have:
  • Computer science background or coding skills
  • Strong interest in LLMs and human behavior
  • Collaborative team player with assertive communication
  • Attention to detail and focus on prioritized goals

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 Large 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. Facilitate the building of safety systems around LLM, including but not limited to safety models and calssifiers. 2. Evaluate the impact of safety systems, and collaborate with training pipelines to assure overall safety performance of LLMs. 3. Proactively identify and mitigate potential biases and vulnerabilities in LLM safety systems. This includes, but is not limited to, addressing human and system biases through the implementation of technical, product, and operational solutions.
Qualifications
Minimum Qualifications: 1. Solid understanding of LLM safety challenges, and comfortable with AI for AI practices. 2. 4+ years of experience as a product manager or product strategist, familiar with building safety frameworks and systems for a complex service or a product with limited supervision. 3. Proficiency in English (spoken and written). Preferred Qualifications: 1. Computer science background or coding skills are strongly preferred. 2. 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. 3. 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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