Mlflow and Transformers frequently appear together in AI job postings, with 33 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $216K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Mlflow and Transformers appear together in 33 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 Mlflow + Transformers
AI/ML Engineer22 jobs
Data Scientist5 jobs
AI Architect2 jobs
AI Software Engineer2 jobs
MLOps Engineer1 jobs
LLM Engineer1 jobs
Career Impact
Professionals who combine Mlflow and Transformers earn a median salary ceiling of
$216K, compared to $208K for Mlflow alone and
$207K for Transformers 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, 33 positions require both Mlflow and Transformers skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Mlflow and Transformers pay an average of $132K to $216K based on 21 postings with disclosed compensation.
Jobs requiring both Mlflow and Transformers pay $216K on average (max), compared to $208K for Mlflow alone and $207K for Transformers alone. That represents a 4% premium for having both skills.
The most common roles requiring both Mlflow and Transformers are: AI/ML Engineer, Data Scientist, AI Architect, AI Software Engineer. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 26,159 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of April 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 33 job postings that list both Mlflow and Transformers
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.
