Docker and Embeddings frequently appear together in AI job postings, with 222 current openings requiring both skills. The most common role for this combination is Data Engineer. Jobs requiring both skills pay up to $198K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Docker and Embeddings appear together in 222 current AI job postings, most commonly for Data 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 Docker + Embeddings
Data Engineer116 jobs
AI/ML Engineer79 jobs
AI Software Engineer12 jobs
Data Scientist5 jobs
MLOps Engineer4 jobs
AI Architect2 jobs
Career Impact
Professionals who combine Docker and Embeddings earn a median salary ceiling of
$198K, compared to $223K for Docker alone and
$213K for Embeddings alone. This 9% 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, 222 positions require both Docker and Embeddings skills. The most common role for this combination is Data Engineer.
Jobs requiring both Docker and Embeddings pay an average of $116K to $198K based on 168 postings with disclosed compensation.
Jobs requiring both Docker and Embeddings pay $198K on average (max), compared to $223K for Docker alone and $213K for Embeddings alone. That represents a 9% discount for having both skills.
The most common roles requiring both Docker and Embeddings are: Data Engineer, AI/ML Engineer, AI Software Engineer, Data Scientist. 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 222 job postings that list both Docker 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.
