Rag + Tray Jobs in 2026

Rag and Tray frequently appear together in AI job postings, with 23 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $66K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.

23
Job Count
$46K
Avg Min Salary
$66K
Avg Max Salary
AI/ML Engineer
Most Common Role

Why Rag + Tray?

AI job market dashboard showing open roles by category

Rag and Tray appear together in 23 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 + Tray

AI/ML Engineer 23 jobs

Career Impact

Professionals who combine Rag and Tray earn a median salary ceiling of $66K, compared to $176K for Rag alone and $48K for Tray alone. This 41% 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.

Top Companies Hiring for Rag + Tray

Salary Comparison: Combo vs Individual Skills

Rag Only
$176K
16,749 jobs
-62% vs combo
Rag + Tray
$66K
23 jobs
Tray Only
$48K
59 jobs
+37% vs combo

Frequently Asked Questions

Based on our analysis of current AI job postings, 23 positions require both Rag and Tray skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Rag and Tray pay an average of $46K to $66K based on 8 postings with disclosed compensation.
Jobs requiring both Rag and Tray pay $66K on average (max), compared to $176K for Rag alone and $48K for Tray alone. That represents a 41% discount for having both skills.
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 23 job postings that list both Rag and Tray 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.