Docker and Rag frequently appear together in AI job postings, with 226 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $199K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Docker and Rag appear together in 226 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 Docker + Rag
AI/ML Engineer170 jobs
AI Software Engineer23 jobs
Data Scientist8 jobs
AI Agent Developer6 jobs
MLOps Engineer5 jobs
LLM Engineer4 jobs
Career Impact
Professionals who combine Docker and Rag earn a median salary ceiling of
$199K, compared to $203K for Docker 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, 226 positions require both Docker and Rag skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Docker and Rag pay an average of $132K to $199K based on 155 postings with disclosed compensation.
Jobs requiring both Docker and Rag pay $199K on average (max), compared to $203K for Docker alone and $210K for Rag alone. That represents a 4% discount for having both skills.
The most common roles requiring both Docker and Rag are: AI/ML Engineer, AI Software Engineer, Data Scientist, AI Agent Developer. 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 226 job postings that list both Docker 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.
