Ai Algorithm And Development Software Engineer

GE HealthCare

Beijing, China
Fine-tuning large language models
Prompt engineering optimization
Function calling optimization
Responsible for the fine-tuning of large language models, including supervised fine-tuning (SFT), reinforcement learning from human feedback (RLHF), and domain-specific model adaptation, to improve model performance and adaptability in vertical scenarios

Job Summary

  • Responsible for the fine-tuning of large language models, including supervised fine-tuning (SFT), reinforcement learning from human feedback (RLHF), and domain-specific model adaptation, to improve model performance and adaptability in vertical scenarios.
  • Be responsible for the research and development of the core Agent runtime system, including the design and implementation of execution engine, state machine, memory module and tool call framework, to ensure the efficient, stable and scalable operation of the Agent system.
  • Our purpose is to create a world where healthcare has no limits. Unlock your ambition, turn ideas into world-changing realities, and join an organization where every voice makes a difference, and every difference builds a healthier world.

Matching Summary

Responsible for the fine-tuning of large language models, including supervised fine-tuning (SFT), reinforcement learning from human feedback (RLHF), and domain-specific model adaptation, to improve model performance and adaptability in vertical scenarios.

Skills & Requirements

Must-have

  • fine-tuning large language models
  • Prompt Engineering optimization
  • Function Calling optimization
  • Chain of Thought reasoning
  • LLM evaluation system
  • Agent runtime system development
  • multi-Agent collaboration mechanisms

Nice-to-have

  • strong learning ability
  • innovative thinking
  • awareness about competitors
  • turning research code into production
  • documentation and experiment reproducibility mindset

Key Requirements

  • MS or PhD degree or above
  • More than 3 years of relevant working experience
  • Proficient in Python programming
  • familiar with mainstream open-source large models
  • familiar with deep learning frameworks

Work Rights

Not specified

Tailored Resume

Cover Letter