Aws and Embeddings frequently appear together in AI job postings, with 155 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $196K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Aws and Embeddings appear together in 155 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 Engineer112 jobs
AI Software Engineer16 jobs
Data Engineer10 jobs
Data Scientist8 jobs
AI Architect7 jobs
AI Engineering Manager1 jobs
Career Impact
Professionals who combine Aws and Embeddings earn a median salary ceiling of
$196K, compared to $208K for Aws alone and
$190K for Embeddings alone. This 2% discount
reflects the salary ceiling is roughly equivalent whether you specialize in one skill or combine both, suggesting the market values either path equally.
Based on our analysis of current AI job postings, 155 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 $131K to $196K based on 111 postings with disclosed compensation.
Jobs requiring both Aws and Embeddings pay $196K on average (max), compared to $208K for Aws alone and $190K for Embeddings alone. That represents a 2% discount for having both skills.
The most common roles requiring both Aws and Embeddings are: AI/ML Engineer, AI Software Engineer, Data Engineer, Data Scientist. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 11,520 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of October 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 155 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.
