Technical Program Manager, LLM data

RAKUTEN ASIA PTE. LTD.

Singapore, Singapore
Not specified (assumed hybrid based on industry standards)
5 years ai or llm operations experience
Supervised fine-tuning sft knowledge
Reinforcement learning from human feedback rlhf
Rakuten Asia Pte. Ltd. is seeking a Technical Program Manager for their AI & Data Division to oversee data lifecycle management and ensure high-quality data for training large language models. The ideal candidate should have at least five years of experience in AI program management and a solid understanding of model training techniques

Job Summary

  • The role involves partnering with research and engineering to design pragmatic solutions for collecting high-quality data for training and evaluating Large Language Models.
  • Key responsibilities include driving initiatives for data acquisition, cleaning, labeling, and managing Human Feedback Operations such as RLHF and SFT.
  • The position requires tracking key performance indicators related to data quality and model performance while collaborating across business, research, and engineering teams.

Matching Summary

Match Score: 85

Rakuten Asia Pte. Ltd. is seeking a Technical Program Manager for their AI & Data Division to oversee data lifecycle management and ensure high-quality data for training large language models. The ideal candidate should have at least five years of experience in AI program management and a solid understanding of model training techniques.

Skills & Requirements

Must-have

  • 5 years AI or LLM operations experience
  • Supervised Fine-Tuning SFT knowledge
  • Reinforcement Learning from Human Feedback RLHF
  • Data acquisition and labeling management
  • Python or coding language familiarity

Nice-to-have

  • Japanese language conversation skills
  • Familiarity with AI coding tools
  • Experience with high-uncertainty projects

Key Requirements

  • Degree in engineering or science
  • 5 years of experience in AI program management
  • Strong analytical skills for metric trends

Work Rights

Not specified

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