Keras and Transformers frequently appear together in AI job postings, with 23 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $256K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Keras and Transformers appear together in 23 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 Keras + Transformers
AI/ML Engineer19 jobs
Data Scientist3 jobs
AI Software Engineer1 jobs
Career Impact
Professionals who combine Keras and Transformers earn a median salary ceiling of
$256K, compared to $197K for Keras alone and
$227K for Transformers alone. This 21% 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, 23 positions require both Keras and Transformers skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Keras and Transformers pay an average of $174K to $256K based on 14 postings with disclosed compensation.
Jobs requiring both Keras and Transformers pay $256K on average (max), compared to $197K for Keras alone and $227K for Transformers alone. That represents a 21% premium for having both skills.
The most common roles requiring both Keras and Transformers are: AI/ML Engineer, Data Scientist, AI Software Engineer. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 16,778 AI job postings collected and verified by AI 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 23 job postings that list both Keras 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.
