Embeddings and Milvus frequently appear together in AI job postings, with 17 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $208K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Embeddings and Milvus appear together in 17 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 Embeddings + Milvus
AI/ML Engineer9 jobs
AI Software Engineer4 jobs
AI Architect2 jobs
Data Engineer1 jobs
AI Consultant1 jobs
Career Impact
Professionals who combine Embeddings and Milvus earn a median salary ceiling of
$208K, compared to $212K for Embeddings alone and
$187K for Milvus alone. This 4% premium
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, 17 positions require both Embeddings and Milvus skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Embeddings and Milvus pay an average of $136K to $208K based on 12 postings with disclosed compensation.
Jobs requiring both Embeddings and Milvus pay $208K on average (max), compared to $212K for Embeddings alone and $187K for Milvus alone. That represents a 4% premium for having both skills.
The most common roles requiring both Embeddings and Milvus are: AI/ML Engineer, AI Software Engineer, AI Architect, Data Engineer. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 4,075 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 17 job postings that list both Embeddings and Milvus
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.
