wuyang
94 lines
1.3 KiB
Markdown
94 lines
1.3 KiB
Markdown
# 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`
|