Kubernetes and OpenAI frequently appear together in AI job postings, with 35 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $242K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Deploying LLM applications in production requires both OpenAI expertise and Kubernetes infrastructure skills. Kubernetes provides the compute, scaling, and serving layer, while OpenAI handles the AI application logic. The 35 roles listing both reflect the growing need for engineers who can bridge AI development and cloud operations.
Top Roles Requiring Kubernetes + OpenAI
AI/ML Engineer14 jobs
AI Software Engineer14 jobs
Prompt Engineer3 jobs
LLM Engineer2 jobs
Data Scientist1 jobs
MLOps Engineer1 jobs
Career Impact
Professionals who combine Kubernetes and OpenAI earn a median salary ceiling of
$242K, compared to $230K for Kubernetes alone and
$183K for OpenAI alone. This 17% premium
reflects the market values the integration of these two skills — employers pay more for candidates who can work across both rather than hiring separate specialists.
Based on our analysis of current AI job postings, 35 positions require both Kubernetes and OpenAI skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Kubernetes and OpenAI pay an average of $133K to $242K based on 30 postings with disclosed compensation.
Jobs requiring both Kubernetes and OpenAI pay $242K on average (max), compared to $230K for Kubernetes alone and $183K for OpenAI alone. That represents a 17% premium for having both skills.
The most common roles requiring both Kubernetes and OpenAI are: AI/ML Engineer, AI Software Engineer, Prompt Engineer, LLM Engineer. These positions typically involve building production AI systems that leverage both technologies.
Data Source: Analysis based on 1,969 AI job postings collected and verified by AI Market Pulse. Data reflects active job listings as of March 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 35 job postings that list both Kubernetes and OpenAI
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.
