Rag and Vertex Ai frequently appear together in AI job postings, with 691 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $248K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Rag and Vertex Ai appear together in 691 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 + Vertex Ai
AI/ML Engineer524 jobs
AI Software Engineer145 jobs
AI Architect7 jobs
Data Scientist6 jobs
MLOps Engineer3 jobs
AI Product Manager2 jobs
Career Impact
Professionals who combine Rag and Vertex Ai earn a median salary ceiling of
$248K, compared to $176K for Rag alone and
$249K for Vertex Ai alone. This 17% premium
reflects the market values the integration of these two skills. Employers pay more for candidates who can work across both rather than hiring separate specialists.
Based on our analysis of current AI job postings, 691 positions require both Rag and Vertex Ai skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Rag and Vertex Ai pay an average of $123K to $248K based on 644 postings with disclosed compensation.
Jobs requiring both Rag and Vertex Ai pay $248K on average (max), compared to $176K for Rag alone and $249K for Vertex Ai alone. That represents a 17% premium for having both skills.
The most common roles requiring both Rag and Vertex Ai are: AI/ML Engineer, AI Software Engineer, AI Architect, Data Scientist. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 26,159 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of April 2026. Salary figures represent posted compensation ranges and may not include equity, bonuses, or other benefits.
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Methodology
Skill co-occurrence data is derived from 691 job postings that list both Rag and Vertex Ai
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.
