Skill Demand Index
Based on 1 scored job postings out of 2,412 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
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:
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
How candidates match GenAI Experience requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
How GenAI Experience affects compensation based on postings with disclosed salary data
Without GenAI Experience
$137K
Median $130K
450 jobs
Skill Demand Insight
“GenAI Experience appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside GenAI Experience
Role Breakdown
Job categories most likely to require GenAI Experience
Gap Analysis
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).
Yes. GenAI Experience appears in 0% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 1 analyzed jobs, demand is steady across multiple role types.
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Salary data for GenAI Experience is still accumulating.
The most common pairings are Communication Skills, Computer Science Degree, SQL Skills, Analytics Engineering, Data Engineering. Strengthening these alongside GenAI Experience improves your fit across more positions.
Top roles: Data Science / ML. Data Science / ML positions have the highest demand at 100% of all GenAI Experience jobs.
L1→L2: online courses and personal projects. L2→L3: daily professional use and shipped work. L3→L4: mentoring others and optimizing processes. L4→L5: architecture decisions, open source contributions, or published work.
See how you stack up against GenAI Experience job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my GenAI Experience gaps →See how your depth compares to what employers actually require
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