Aws and Embeddings frequently appear together in AI job postings, with 442 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $214K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Aws and Embeddings appear together in 442 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 Aws + Embeddings
AI/ML Engineer202 jobs
Data Engineer155 jobs
AI Architect27 jobs
AI Software Engineer21 jobs
Data Scientist15 jobs
AI Agent Developer7 jobs
Career Impact
Professionals who combine Aws and Embeddings earn a median salary ceiling of
$214K, compared to $188K for Aws alone and
$213K for Embeddings alone. This 7% 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, 442 positions require both Aws and Embeddings skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Aws and Embeddings pay an average of $125K to $214K based on 367 postings with disclosed compensation.
Jobs requiring both Aws and Embeddings pay $214K on average (max), compared to $188K for Aws alone and $213K for Embeddings alone. That represents a 7% premium for having both skills.
The most common roles requiring both Aws and Embeddings are: AI/ML Engineer, Data Engineer, AI Architect, AI Software Engineer. 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 442 job postings that list both Aws and Embeddings
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.
