Skill Demand Index
GenAI Experience — 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 GenAI Experience at introductory awareness.
Overview
What is GenAI Experience?
Market context for GenAI Experience in the current job market
GenAI Experience is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for GenAI Experience typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for GenAI Experience:
- •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 Data Science / ML roles — 100% of all GenAI Experience 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 GenAI Experience 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 GenAI Experience at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need GenAI Experience most:
Data Science / ML positions drive 100% of demand. Skills commonly paired with GenAI Experience include Communication Skills and Computer Science Degree.
Depth Level Distribution
Proficiency Distribution
How candidates match GenAI Experience requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How GenAI Experience affects compensation based on postings with disclosed salary data
Without GenAI Experience
$140K
Median $133K
1236 jobs
Skill Demand Insight
“GenAI Experience appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside GenAI Experience
Role Breakdown
Top Role Categories
Job categories most likely to require GenAI Experience
Gap Analysis
Gap Rate Explained
How often GenAI Experience is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When GenAI Experience appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against GenAI Experience job requirements
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