Mlflow and Rag frequently appear together in AI job postings, with 78 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $204K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Mlflow and Rag appear together in 78 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 Mlflow + Rag
AI/ML Engineer59 jobs
Data Scientist7 jobs
AI Software Engineer6 jobs
AI Architect3 jobs
Research Engineer1 jobs
Data Engineer1 jobs
Career Impact
Professionals who combine Mlflow and Rag earn a median salary ceiling of
$204K, compared to $210K for Mlflow alone and
$214K 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, 78 positions require both Mlflow and Rag skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Mlflow and Rag pay an average of $133K to $204K based on 47 postings with disclosed compensation.
Jobs requiring both Mlflow and Rag pay $204K on average (max), compared to $210K for Mlflow alone and $214K for Rag alone. That represents a 4% discount for having both skills.
The most common roles requiring both Mlflow and Rag are: AI/ML Engineer, Data Scientist, AI Software Engineer, AI Architect. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 3,708 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of July 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 78 job postings that list both Mlflow 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.