Instantly and Rag frequently appear together in AI job postings, with 22 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $195K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Instantly and Rag appear together in 22 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 Instantly + Rag
AI/ML Engineer18 jobs
AI Software Engineer3 jobs
AI Product Manager1 jobs
Career Impact
Professionals who combine Instantly and Rag earn a median salary ceiling of
$195K, compared to $175K for Instantly alone and
$176K for Rag alone. This 11% 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, 22 positions require both Instantly and Rag skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Instantly and Rag pay an average of $118K to $195K based on 16 postings with disclosed compensation.
Jobs requiring both Instantly and Rag pay $195K on average (max), compared to $175K for Instantly alone and $176K for Rag alone. That represents a 11% premium for having both skills.
The most common roles requiring both Instantly and Rag are: AI/ML Engineer, AI Software Engineer, AI Product Manager. 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 22 job postings that list both Instantly 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.
