AI Coding软件教练
Core
Drive the transition to AI Native software development by introducing advanced AI-native methodologies, tools, and practices to transform the company's R&D paradigm.
Role type
Senior AI Software Coach / AI Native R&D Strategist
Builds
AI Native development workflows, agent systems, and scalable engineering practices for enterprise applications.
Domain
Artificial Intelligence / Software Engineering / Agent Systems
Deliverable
production ML models
Required skills
AI Agent software engineering, Large Language Model fine-tuning (SFT, RLHF, DPO), Reinforcement Learning, Agent architecture design, Tool use optimization, Multi-agent collaboration, Evaluation and feedback loops, Knowledge distillation and curriculum design, Technical strategy and roadmap planning.
Preferred skills
Experience with agentic workflows, Self-evolving agent systems, Data synthesis and quality management, Human-AI collaboration design.
Technologies
LLMs, SFT, RLHF, DPO, PPO, GRPO, RLAIF, Agentic Workflow, Multi-agent systems, Python, Frameworks for agent orchestration.
Responsibilities
Design and implement AI-native development processes and agent system architectures; Conduct model fine-tuning and capability enhancement for specific business scenarios; Create and deliver training materials, case studies, and methodological assets to upskill the organization; Lead technical攻关 (breakthroughs) in key projects involving human-AI collaboration and agent deployment.
Seniority
Senior, hands-on IC with strategic influence