Keras and Transformers frequently appear together in AI job postings, with 16 current openings requiring both skills. The most common role for this combination is AI/ML Engineer. Jobs requiring both skills pay up to $220K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Keras and Transformers appear together in 16 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 Engineer11 jobs
Data Scientist3 jobs
Data Engineer1 jobs
Research Scientist1 jobs
Career Impact
Professionals who combine Keras and Transformers earn a median salary ceiling of
$220K, compared to $221K for Keras alone and
$235K for Transformers alone. This 3% 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, 16 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 $130K to $220K based on 8 postings with disclosed compensation.
Jobs requiring both Keras and Transformers pay $220K on average (max), compared to $221K for Keras alone and $235K for Transformers alone. That represents a 3% discount for having both skills.
The most common roles requiring both Keras and Transformers are: AI/ML Engineer, Data Scientist, Data Engineer, Research Scientist. These positions typically involve building production AI systems that use both technologies.
Data Source: Analysis based on 4,075 AI job postings collected and verified by AI Pulse. Data reflects active job listings as of July 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 16 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.
