Embeddings and Mlflow frequently appear together in AI job postings, with 61 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $201K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Embeddings and Mlflow appear together in 61 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 + Mlflow
AI/ML Engineer49 jobs
AI Architect4 jobs
AI Software Engineer4 jobs
Data Scientist3 jobs
MLOps Engineer1 jobs
Career Impact
Professionals who combine Embeddings and Mlflow earn a median salary ceiling of
$201K, compared to $213K for Embeddings alone and
$208K for Mlflow alone. This 5% discount
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, 61 positions require both Embeddings and Mlflow skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Embeddings and Mlflow pay an average of $121K to $201K based on 46 postings with disclosed compensation.
Jobs requiring both Embeddings and Mlflow pay $201K on average (max), compared to $213K for Embeddings alone and $208K for Mlflow alone. That represents a 5% discount for having both skills.
The most common roles requiring both Embeddings and Mlflow are: AI/ML Engineer, AI Architect, AI Software Engineer, Data Scientist. 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.
Track AI Skill Demand
Get weekly updates on which skill combinations are trending in AI job postings.
Free weekly email. Unsubscribe anytime.
Methodology
Skill co-occurrence data is derived from 61 job postings that list both Embeddings and Mlflow
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.
