Azure and Rag frequently appear together in AI job postings, with 389 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $200K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Azure and Rag appear together in 389 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 Engineer293 jobs
AI Software Engineer33 jobs
Data Scientist18 jobs
AI Architect12 jobs
AI Product Manager6 jobs
Data Engineer6 jobs
Career Impact
Professionals who combine Azure and Rag earn a median salary ceiling of
$200K, compared to $206K for Azure alone and
$210K 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, 389 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 $132K to $200K based on 263 postings with disclosed compensation.
Jobs requiring both Azure and Rag pay $200K on average (max), compared to $206K for Azure alone and $210K 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, Data Scientist, AI Architect. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 4,318 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of August 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 389 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.
