Rag and Rlhf frequently appear together in AI job postings, with 58 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $262K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Rag and Rlhf appear together in 58 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 + Rlhf
AI/ML Engineer38 jobs
AI Software Engineer9 jobs
Research Engineer7 jobs
Data Scientist3 jobs
AI Agent Developer1 jobs
Career Impact
Professionals who combine Rag and Rlhf earn a median salary ceiling of
$262K, compared to $176K for Rag alone and
$256K for Rlhf alone. This 21% 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, 58 positions require both Rag and Rlhf skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Rag and Rlhf pay an average of $161K to $262K based on 37 postings with disclosed compensation.
Jobs requiring both Rag and Rlhf pay $262K on average (max), compared to $176K for Rag alone and $256K for Rlhf alone. That represents a 21% premium for having both skills.
The most common roles requiring both Rag and Rlhf are: AI/ML Engineer, AI Software Engineer, Research Engineer, 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 58 job postings that list both Rag and Rlhf
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.
