Azure and Rag frequently appear together in AI job postings, with 412 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $194K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Azure and Rag appear together in 412 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 Azure + Rag
AI/ML Engineer322 jobs
AI Software Engineer26 jobs
AI Architect24 jobs
Data Scientist15 jobs
Data Engineer10 jobs
AI Agent Developer6 jobs
Career Impact
Professionals who combine Azure and Rag earn a median salary ceiling of
$194K, compared to $197K for Azure alone and
$205K for Rag alone. This 4% discount
reflects the salary ceiling is roughly equivalent whether you specialize in one skill or combine both, suggesting the market values either path equally.
Based on our analysis of current AI job postings, 412 positions require both Azure and Rag skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Azure and Rag pay an average of $127K to $194K based on 270 postings with disclosed compensation.
Jobs requiring both Azure and Rag pay $194K on average (max), compared to $197K for Azure alone and $205K for Rag alone. That represents a 4% discount for having both skills.
The most common roles requiring both Azure and Rag 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 11,520 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of October 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 412 job postings that list both Azure and Rag
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.
