Docker and Embeddings frequently appear together in AI job postings, with 63 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $168K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Docker and Embeddings appear together in 63 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 Docker + Embeddings
AI/ML Engineer38 jobs
AI Software Engineer15 jobs
Data Scientist5 jobs
AI Agent Developer3 jobs
LLM Engineer1 jobs
Data Engineer1 jobs
Career Impact
Professionals who combine Docker and Embeddings earn a median salary ceiling of
$168K, compared to $195K for Docker alone and
$200K for Embeddings alone. This 15% 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, 63 positions require both Docker and Embeddings skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Docker and Embeddings pay an average of $124K to $168K based on 40 postings with disclosed compensation.
Jobs requiring both Docker and Embeddings pay $168K on average (max), compared to $195K for Docker alone and $200K for Embeddings alone. That represents a 15% discount for having both skills.
The most common roles requiring both Docker and Embeddings are: AI/ML Engineer, AI Software Engineer, Data Scientist, AI Agent Developer. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 3,708 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of July 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 63 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.
