AWS and Embeddings frequently appear together in AI job postings, with 43 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $182K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
AWS and Embeddings appear together in 43 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 Engineer25 jobs
Data Scientist5 jobs
Prompt Engineer4 jobs
AI Software Engineer2 jobs
MLOps Engineer2 jobs
Data Engineer1 jobs
Career Impact
Professionals who combine AWS and Embeddings earn a median salary ceiling of
$182K, compared to $231K for AWS alone and
$193K for Embeddings alone. This 14% 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, 43 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 $123K to $182K based on 29 postings with disclosed compensation.
Jobs requiring both AWS and Embeddings pay $182K on average (max), compared to $231K for AWS alone and $193K for Embeddings alone. That represents a 14% discount for having both skills.
The most common roles requiring both AWS and Embeddings are: AI/ML Engineer, Data Scientist, Prompt Engineer, AI Software Engineer. These positions typically involve building production AI systems that leverage both technologies.
Data Source: Analysis based on 1,969 AI job postings collected and verified by AI Market Pulse. Data reflects active job listings as of March 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 43 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.
