agent/jobs/skill-taxonomy.md

Job Skill Taxonomy

这是 JD 分析使用的受控标签。新增标签时先放在 candidate tags，多次出现后再转正。

Agent System

• agent
• planning
• tool-use
• function-calling
• workflow-agent
• multi-agent
• human-in-the-loop
• memory
• browser-agent
• coding-agent

LLM Application

• rag
• prompt-engineering
• context-engineering
• llm-application
• knowledge-base
• chatbot
• ai-assistant
• enterprise-ai

Evaluation

• agent-evaluation
• llm-evaluation
• benchmark
• red-teaming
• observability
• data-quality
• offline-eval
• online-eval

Model and Infra

• model-training
• fine-tuning
• rlhf
• rl
• inference
• serving
• distributed-training
• gpu
• model-compression
• quantization

Data and Retrieval

• embedding
• vector-database
• search
• ranking
• information-retrieval
• data-pipeline
• document-processing

Engineering

• python
• typescript
• backend
• frontend
• fullstack
• system-design
• cloud
• kubernetes
• microservice
• security

Product and Business

• ai-product
• user-research
• product-design
• b2b
• consumer-ai
• office-automation
• customer-service
• developer-tools

Candidate Tags

• long-context
• multimodal-agent
• computer-use
• voice-agent
• mobile-agent