Rag and Semantic Kernel frequently appear together in AI job postings, with 98 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $188K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Rag and Semantic Kernel appear together in 98 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 + Semantic Kernel
AI/ML Engineer68 jobs
AI Software Engineer14 jobs
AI Architect5 jobs
Data Scientist5 jobs
LLM Engineer2 jobs
AI Agent Developer2 jobs
Career Impact
Professionals who combine Rag and Semantic Kernel earn a median salary ceiling of
$188K, compared to $214K for Rag alone and
$189K for Semantic Kernel alone. This 7% discount
reflects roles requiring both skills tend to be more common mid-level positions, while single-skill roles may skew toward senior or specialized positions with higher pay ceilings.
Based on our analysis of current AI job postings, 98 positions require both Rag and Semantic Kernel skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Rag and Semantic Kernel pay an average of $127K to $188K based on 66 postings with disclosed compensation.
Jobs requiring both Rag and Semantic Kernel pay $188K on average (max), compared to $214K for Rag alone and $189K for Semantic Kernel alone. That represents a 7% discount for having both skills.
The most common roles requiring both Rag and Semantic Kernel 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 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.
Track AI Skill Demand
Get weekly updates on which skill combinations are trending in AI job postings.
Free weekly email. Unsubscribe anytime.
Methodology
Skill co-occurrence data is derived from 98 job postings that list both Rag and Semantic Kernel
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.