Build retrieval-augmented generation pipelines for document Q&A and search
RAG engineers build the retrieval-and-grounding layer that turns a raw LLM into a reliable Q&A system over enterprise docs, knowledge bases, and proprietary data.
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Career Match Test →Explore the Career Path section to see progression from junior to senior
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Jump to Learning Path →Your career progression roadmap with salary growth at each level
Career Ladder
RAG Engineer → Senior RAG Engineer → Staff RAG Engineer → Principal Retrieval Architect
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Salary Growth
4
Levels
230K
Top Salary
8+
Years
Skills you need to develop and courses to get there
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Go to the Career Path tab and select your current level to see your personalized learning plan.
Go to Career PathTimeline: 0-2 | Entry Level Base: $100,000 - $133,000/year With equity/bonuses: $110,000 - $159,600 Top markets (SF/NYC): $115,000 - $160,000 Execute core tasks using Vector…
Junior vs Senior — daily schedule breakdown
9am — Review priorities and respond to urgent items 10am — Team standup and progress check 11am — Deep work using Vector databases 1pm — Cross-functional meeting with stakeholders…
Conservative and aggressive scenarios for 10–15 years
Year 1: Entry level $70,000 - $90,000 Year 2-3: Junior level $100,000 - $139,500 Year 4-6: Mid level $139,500 - $171,500 Year 7-10: Senior level $171,500 - $210,500 Year 10+:…
15 questions — answer honestly
You find the craft of a RAG Systems Engineer genuinely interesting, not just a paycheck You enjoy working with Vector databases and Embeddings You communicate clearly with diverse…
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