Product Manager - LLM Training

6 Months ago • 3 Years + • Monetization

Job Summary

Job Description

ByteDance is seeking a Product Manager - LLM Training to join their team. This role is responsible for integrating ByteDance's self-developed LLM into existing and new product offerings, optimizing the Global Seed LLM based on user feedback, and collaborating with technical teams to define data requirements for global markets. The ideal candidate will have a solid understanding of alignment approaches like SFT and RLHF, at least three years of experience in algorithm-driven products, and strong English proficiency. Responsibilities include collaborating with business and technical teams, developing data acquisition methodologies, ensuring data quality, and evaluating the impact of data production tools.
Must have:
  • Solid understanding of alignment approaches (SFT, RLHF)
  • Minimum 3 years experience as a product manager or algorithm engineer
  • Proficiency in English (spoken and written)
Good to have:
  • Strong interest in LLMs and human behavior/experience/wellbeing
  • Collaborative team player
  • Skilled in maintaining attention to detail and prioritizing 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 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 algorith-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.

Similar Jobs

NVIDIA - Senior Software Engineer, Place and Route Tools

NVIDIA

Austin, Texas, United States (On-Site)
2 Weeks ago
Microsoft - Principal Researcher - Deep Learning, Reinforcement Learning

Microsoft

New York, New York, United States (On-Site)
2 Weeks ago
ByteDance - High-Performance Computing Research Scientist (Algorithm Acceleration)

ByteDance

San Jose, California, United States (On-Site)
1 Month ago
ByteDance - Machine Learning Engineer Intern

ByteDance

San Jose, California, United States (On-Site)
2 Days ago
Meta - Research Scientist Intern, Smart Glasses in Wearables AI (PhD)

Meta

New York, New York, United States (On-Site)
5 Months ago
Voodoo - Monetization Associate - Games

Voodoo

Paris, Île-de-France, France (On-Site)
11 Months ago
InMobiInMobi - Lead, Consumer Insights

InMobiInMobi

New York, New York, United States (On-Site)
2 Months ago
ByteDance - Livestream Creator Manager - Philippines

ByteDance

Taguig, Metro Manila, Philippines (On-Site)
1 Month ago
Netflix - Software Engineer L5 - Ads Platform

Netflix

United States (Remote)
6 Months ago
ByteDance - Video Coding/Transcoding Algorithm Engineer

ByteDance

San Jose, California, United States (On-Site)
6 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

ByteDance - Research Scientist Graduate (Foundation Model - Vision and Language)

ByteDance

Seattle, Washington, United States (On-Site)
3 Months ago
Scale AI - Forward Deployed Engineer - GenAI Quality

Scale AI

San Francisco, California, United States (Hybrid)
1 Day ago
ByteDance - Research Scientist, Reinforcement Learning

ByteDance

San Jose, California, United States (On-Site)
6 Months ago
Scale AI - Machine Learning Research Scientist / Research Engineer, Post-Training

Scale AI

San Francisco, California, United States (On-Site)
1 Day ago
ByteDance - High-Performance Computing Research Scientist (Algorithm Acceleration)

ByteDance

San Jose, California, United States (On-Site)
2 Weeks ago
Shape Construction - MLOps Engineer - 4 Day Week + Remote

Shape Construction

India (Remote)
7 Months ago
Scale AI - Senior Software Engineer, GenAI Allocation

Scale AI

San Francisco, California, United States (Hybrid)
1 Day ago
ByteDance - Senior Machine Learning Ops Engineer, ML System

ByteDance

Seattle, Washington, United States (On-Site)
6 Months ago
CD PROJEKT RED - Data Scientist

CD PROJEKT RED

Warsaw, Masovian Voivodeship, Poland (On-Site)
1 Day ago
ByteDance - Research Scientist Graduate (High-Performance Computing (Inference Optimization) - Vision AI Platform)

ByteDance

Seattle, Washington, United States (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Singapore

Riot Games - Senior Manager, Game Production - League of Legends

Riot Games

Singapore (On-Site)
3 Months ago
ByteDance - Lark APAC Integrated Marketing Intern

ByteDance

Singapore (On-Site)
3 Months ago
Google - New Business Account Strategist

Google

Singapore (On-Site)
1 Week ago
ByteDance - Sales Operations Specialist

ByteDance

Singapore (On-Site)
2 Weeks ago
NinjaVan - Delivery Attendant

NinjaVan

Singapore, Singapore (On-Site)
6 Months ago
ByteDance - Backend Engineer - BytePlus

ByteDance

Singapore (On-Site)
6 Months ago
PwC - Data Protection Office – Senior Associate (Contract)

PwC

Singapore (On-Site)
7 Months ago
ByteDance - Backend Software Engineer (Cloud Platform), Cloud Infrastructure

ByteDance

Singapore (On-Site)
5 Months ago
ByteDance - iOS Software Engineer, Flow

ByteDance

Singapore (On-Site)
6 Months ago

Get notifed when new similar jobs are uploaded

Monetization Jobs

ByteDance - Mobile Software Engineer Graduate (Global E-commerce-US) - 2025 Start (BS/MS)

ByteDance

San Jose, California, United States (On-Site)
6 Months ago
ByteDance - Creator Strategy Intern (Philippines)

ByteDance

Taguig, Metro Manila, Philippines (On-Site)
2 Weeks ago
SciPlay - Director of Monetization

SciPlay

Cedar Falls, Iowa, United States (Hybrid)
4 Months ago
ByteDance - Strategy Intern, BytePlus

ByteDance

Singapore (On-Site)
2 Months ago
ByteDance - Software Engineer Intern (On-Device AI - Intelligent Creation-AI Platform)

ByteDance

San Jose, California, United States (On-Site)
2 Weeks ago
MyGames - Monetization Game Designer

MyGames

(Remote)
1 Week ago
ByteDance - Cloud Solution Architect, BytePlus - Malaysia

ByteDance

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia (On-Site)
6 Months ago
ByteDance - AI Research Scientist Graduate (Applied Machine Learning) - 2024 Start (PhD)

ByteDance

San Jose, California, United States (On-Site)
6 Months ago
ByteDance - Machine Learning Engineer - Model Serving Infrastructure

ByteDance

Seattle, Washington, United States (On-Site)
1 Month ago
Joyteractive - Market Research Analyst

Joyteractive

Portugal (Remote)
1 Month ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

San Diego, California, United States (On-Site)

San Jose, California, United States (On-Site)

Dubai, Dubai, United Arab Emirates (On-Site)

New York, New York, United States (On-Site)

San Jose, California, United States (On-Site)

San Jose, California, United States (On-Site)

Seattle, Washington, United States (On-Site)

View All Jobs

Get notified when new jobs are added by ByteDance

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug