代码分析Agent工程师-抖音
Core
Design, develop, and build frameworks for code analysis agents, focusing on task decomposition, workflow orchestration, and code understanding to improve software quality and stability.
Role type
Senior IC Machine Learning Engineer (Code Analysis Agents)
Builds
Reusable Agent harness/frameworks, code analysis capabilities, and knowledge assets for software engineering teams.
Domain
Software Engineering / AI / LLM Agents
Deliverable
production ML models
Required skills
Python, Go, Java, Agent/LLM application development, workflow orchestration, prompt engineering, tool use, memory management, planning, RAG, code understanding, static analysis, program analysis, vector search, knowledge base construction, evaluation system design
Preferred skills
Code generation, code review, complex context organization, industry research in LLM agents and reasoning frameworks
Responsibilities
Design and build core agent system linkages including task decomposition and result summarization; enhance analysis depth and explainability for complex code scenarios; model code and business knowledge into actionable assets; construct evaluation and optimization systems; collaborate with QA and product teams to drive business value.
