RAG and Vector Search frequently appear together in AI job postings, with 24 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $176K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
RAG and Vector Search appear together in 24 current AI job postings, most commonly for AI/ML Engineer positions. This combination signals that employers are looking for versatile engineers who can work across multiple layers of the AI stack. Companies hiring for this pair tend to value candidates who can bridge different technical domains rather than specialize in just one.
Top Roles Requiring RAG + Vector Search
AI/ML Engineer16 jobs
Prompt Engineer3 jobs
RAG Engineer3 jobs
Data Scientist1 jobs
LLM Engineer1 jobs
Career Impact
Professionals who combine RAG and Vector Search earn a median salary ceiling of
$176K, compared to $224K for RAG alone and
$173K for Vector Search alone. This 12% discount
reflects roles requiring both skills tend to be more common mid-level positions, while single-skill roles may skew toward senior or specialized positions with higher pay ceilings.
Based on our analysis of current AI job postings, 24 positions require both RAG and Vector Search skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both RAG and Vector Search pay an average of $115K to $176K based on 18 postings with disclosed compensation.
Jobs requiring both RAG and Vector Search pay $176K on average (max), compared to $224K for RAG alone and $173K for Vector Search alone. That represents a 12% discount for having both skills.
The most common roles requiring both RAG and Vector Search are: AI/ML Engineer, Prompt Engineer, RAG Engineer, Data Scientist. These positions typically involve building production AI systems that leverage both technologies.
Data Source: Analysis based on 1,969 AI job postings collected and verified by AI Market Pulse. Data reflects active job listings as of March 2026. Salary figures represent posted compensation ranges and may not include equity, bonuses, or other benefits.
Track AI Skill Demand
Get weekly updates on which skill combinations are trending in AI job postings.
Free weekly email. Unsubscribe anytime.
Methodology
Skill co-occurrence data is derived from 24 job postings that list both RAG and Vector Search
as required or preferred skills. Salary data includes only postings with disclosed compensation ranges.
Data is updated weekly from major job boards and company career pages.