Kubernetes and Vector Search frequently appear together in AI job postings, with 62 current openings requiring both skills. The most common role for this combination is AI Software Engineer. Jobs requiring both skills pay up to $210K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Kubernetes and Vector Search appear together in 62 current AI job postings, most commonly for AI Software 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 + Vector Search
AI Software Engineer40 jobs
AI/ML Engineer21 jobs
Research Engineer1 jobs
Career Impact
Professionals who combine Kubernetes and Vector Search earn a median salary ceiling of
$210K, compared to $228K for Kubernetes alone and
$219K for Vector Search alone. This 6% 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.
Top Companies Hiring for Kubernetes + Vector Search
Based on our analysis of current AI job postings, 62 positions require both Kubernetes and Vector Search skills. The most common role for this combination is AI Software Engineer.
Jobs requiring both Kubernetes and Vector Search pay an average of $116K to $210K based on 52 postings with disclosed compensation.
Jobs requiring both Kubernetes and Vector Search pay $210K on average (max), compared to $228K for Kubernetes alone and $219K for Vector Search alone. That represents a 6% discount for having both skills.
The most common roles requiring both Kubernetes and Vector Search are: AI Software Engineer, AI/ML Engineer, Research Engineer. These positions typically involve building production AI systems that leverage both technologies.
Data Source: Analysis based on 16,778 AI job postings collected and verified by AI Market Pulse. Data reflects active job listings as of February 2026. Salary figures represent posted compensation ranges and may not include equity, bonuses, or other benefits.
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Skill co-occurrence data is derived from 62 job postings that list both Kubernetes and Vector Search
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.
