Multimodal 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 $188K on average. Below you'll find detailed salary data, hiring companies, and related skill combinations.
Multimodal 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 Multimodal + Transformers
AI/ML Engineer15 jobs
RAG Engineer1 jobs
Career Impact
Professionals who combine Multimodal and Transformers earn a median salary ceiling of
$188K, compared to $244K for Multimodal alone and
$205K for Transformers alone. This 16% discount
reflects roles requiring both skills tend to be more common mid-level positions, while single-skill roles may skew toward senior or specialized positions with higher pay ceilings.
Top Companies Hiring for Multimodal + Transformers
Based on our analysis of current AI job postings, 16 positions require both Multimodal and Transformers skills. The most common role for this combination is AI/ML Engineer.
Jobs requiring both Multimodal and Transformers pay an average of $120K to $188K based on 12 postings with disclosed compensation.
Jobs requiring both Multimodal and Transformers pay $188K on average (max), compared to $244K for Multimodal alone and $205K for Transformers alone. That represents a 16% discount for having both skills.
The most common roles requiring both Multimodal and Transformers are: AI/ML Engineer, RAG 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 16 job postings that list both Multimodal 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.
