Skill Demand Index
Generative AI expertise — Demand & Depth Analysis
Based on 1 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L1
Median Depth
100%
Gap Rate
1
Jobs Analyzed
Minimal
Most employers want Generative AI expertise at introductory awareness.
Overview
What is Generative AI expertise?
Market context for Generative AI expertise in the current job market
Generative AI expertise is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Generative AI expertise typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Generative AI expertise:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L1 depth — foundational knowledge with practical application
- •Most demand comes from Other roles — 100% of all Generative AI expertise jobs
What L1 means in practice:
L1 (Minimal) means you can discuss the concept but haven’t used it in production. Many entry-level positions accept this.
This means employers aren't looking for someone who has used Generative AI expertise once or twice. They want evidence of professional application — shipped work, measurable outcomes, and the ability to operate independently.
Common skill gaps:
The gap rate of 100% means most applicants lack Generative AI expertise at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Generative AI expertise most:
Other positions drive 100% of demand. Skills commonly paired with Generative AI expertise include AWS and Python Programming.
Depth Level Distribution
Proficiency Distribution
How candidates match Generative AI expertise requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How Generative AI expertise affects compensation based on postings with disclosed salary data
Without Generative AI expertise
$141K
Median $133K
1235 jobs
Skill Demand Insight
“Generative AI expertise appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Generative AI expertise
Role Breakdown
Top Role Categories
Job categories most likely to require Generative AI expertise
Gap Analysis
Gap Rate Explained
How often Generative AI expertise is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When Generative AI expertise appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
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