Product Manager, LLM Data Acquisition and Production (Safety Domain) - Seed Global Data
BYTEDANCE PTE. LTD.
Responsibilities
About the team
Seed Global Data is a team focused on producing international data for LLMs. For the training of large models, data is the lifeline of model quality - and the Global Data team is working closely with technical, product, and operations teams to ensure effective data production strategies and execution management.
As a key member of our LLM Global Data Team, the LLM Training Operations Analyst will play a pivotal role in managing the intricate processes involved in training large language models (LLMs) with diverse coding datasets. This role focuses on overseeing and improving operational workflows, primarily for code-related projects, ensuring they are delivered with high quality and efficiency.
Job Responsibilities
- Cooperate with technical teams to locate the potential gaps and conduct relevant mitigations for safety alignment, including but not limited to SFT/RL training.
- Collaborate with the evaluation team to understand the impact of safety alignment trainings; Iterate the evaluation framework to better fit actual scenarios.
- Develop methodologies for data production and acquisition; Ensure high data quality while maximizing the effectiveness and efficiency of data pipelines.
Please note that this role may involve exposure to potentially harmful or sensitive content, either as a core function, through ad hoc project participation, or via escalated cases. This may include, but is not limited to, text, images, or videos depicting:
- Hate speech or harassment
- Self-harm or suicide-related content
- Violence or cruelty
- Child safety
Support resources and resilience training will be provided to support employee well-being.
Qualifications
Minimum Qualifications:
- Solid understanding of AI agent safety challenges, such as in AI Search and tool use scenarios.
- 3+ years of experience as a product manager or product strategist
- Proficiency in English (spoken and written).
Preferred Qualifications:
- With 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.
- Collaborative team players who know 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.
- Equipped with a computer science background or coding skills.
Job Information
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, Audio, AI Infra and AI Safety. Our team has labs and research positions across China, Singapore, and the US.
Why Join ByteDance
Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect - and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
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.
About the team
Seed Global Data is a team focused on producing international data for LLMs. For the training of large models, data is the lifeline of model quality - and the Global Data team is working closely with technical, product, and operations teams to ensure effective data production strategies and execution management.
As a key member of our LLM Global Data Team, the LLM Training Operations Analyst will play a pivotal role in managing the intricate processes involved in training large language models (LLMs) with diverse coding datasets. This role focuses on overseeing and improving operational workflows, primarily for code-related projects, ensuring they are delivered with high quality and efficiency.
Job Responsibilities
- Cooperate with technical teams to locate the potential gaps and conduct relevant mitigations for safety alignment, including but not limited to SFT/RL training.
- Collaborate with the evaluation team to understand the impact of safety alignment trainings; Iterate the evaluation framework to better fit actual scenarios.
- Develop methodologies for data production and acquisition; Ensure high data quality while maximizing the effectiveness and efficiency of data pipelines.
Please note that this role may involve exposure to potentially harmful or sensitive content, either as a core function, through ad hoc project participation, or via escalated cases. This may include, but is not limited to, text, images, or videos depicting:
- Hate speech or harassment
- Self-harm or suicide-related content
- Violence or cruelty
- Child safety
Support resources and resilience training will be provided to support employee well-being.
Qualifications
Minimum Qualifications:
- Solid understanding of AI agent safety challenges, such as in AI Search and tool use scenarios.
- 3+ years of experience as a product manager or product strategist
- Proficiency in English (spoken and written).
Preferred Qualifications:
- With 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.
- Collaborative team players who know 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.
- Equipped with a computer science background or coding skills.
Job Information
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, Audio, AI Infra and AI Safety. Our team has labs and research positions across China, Singapore, and the US.
Why Join ByteDance
Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect - and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
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.
JOB SUMMARY
Product Manager, LLM Data Acquisition and Production (Safety Domain) - Seed Global Data
BYTEDANCE PTE. LTD.
Singapore
6 days ago
N/A
Full-time
Product Manager, LLM Data Acquisition and Production (Safety Domain) - Seed Global Data