Kubernetes and Milvus frequently appear together in AI job postings, with 20 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $197K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Kubernetes and Milvus appear together in 20 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 Kubernetes + Milvus
AI/ML Engineer10 jobs
AI Software Engineer4 jobs
Data Engineer2 jobs
AI Agent Developer1 jobs
LLM Engineer1 jobs
RAG Engineer1 jobs
Career Impact
Professionals who combine Kubernetes and Milvus earn a median salary ceiling of
$197K, compared to $235K for Kubernetes alone and
$187K for Milvus alone. This 7% 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, 20 positions require both Kubernetes and Milvus skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Kubernetes and Milvus pay an average of $140K to $197K based on 14 postings with disclosed compensation.
Jobs requiring both Kubernetes and Milvus pay $197K on average (max), compared to $235K for Kubernetes alone and $187K for Milvus alone. That represents a 7% discount for having both skills.
The most common roles requiring both Kubernetes and Milvus are: AI/ML Engineer, AI Software Engineer, Data Engineer, AI Agent Developer. 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 20 job postings that list both Kubernetes 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.
