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Context Engineer
SpecializationDesign systems that give models the right information, at the right time, in the right format.
Who moves into this role
- Data engineer
- Backend engineer
- ML engineer
Required skills
→ RAG and retrieval
→ Prompt caching and token budgets
→ Knowledge architecture
→ MCP context servers
Evidence classification
Specialization. This label describes the evidence reviewed in August 2026. It does not guarantee that every employer uses the same title or ownership boundary.
Frequently asked questions
What does a Context Engineer do?
Design systems that give models the right information, at the right time, in the right format.
What skills does a Context Engineer need?
The core skills are: RAG and retrieval, Prompt caching and token budgets, Knowledge architecture, MCP context servers.
How should I evaluate compensation for a Context Engineer?
Compare live postings with the same country, location or remote policy, level, employer type, and compensation components. A single disclosed range is not a market benchmark.