Skill Demand Index
GenAI Tools — Demand & Depth Analysis
Based on 3 scored job postings out of 3,786 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L2
Median Depth
0%
Gap Rate
3
Jobs Analyzed
Basic
Most employers want GenAI Tools at basic competency with practical application.
Overview
What is GenAI Tools?
Market context for GenAI Tools in the current job market
GenAI Tools is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for GenAI Tools typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for GenAI Tools:
- •Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L2 depth — foundational knowledge with practical application
- •Most demand comes from Data Analysis roles — 67% of all GenAI Tools jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with GenAI Tools — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used GenAI Tools 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 0% means most candidates have adequate GenAI Tools proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need GenAI Tools most:
Data Analysis positions drive 67% of demand. Marketing also frequently list GenAI Tools as a requirement. Skills commonly paired with GenAI Tools include Communication and Attention to Detail.
Depth Level Distribution
Proficiency Distribution
How candidates match GenAI Tools requirements across 3 scored evaluations
Average depth: L3.0·Median depth: L2.0
Salary Correlation
Pay Impact
How GenAI Tools affects compensation based on postings with disclosed salary data
Without GenAI Tools
$139K
Median $130K
976 jobs
Skill Demand Insight
“GenAI Tools appears in 0.1% of all scored jobs.”
From 3 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside GenAI Tools
Role Breakdown
Top Role Categories
Job categories most likely to require GenAI Tools
Gap Analysis
Gap Rate Explained
How often GenAI Tools is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When GenAI Tools appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is GenAI Tools in demand in 2026?
Yes. GenAI Tools appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 3 analyzed jobs, demand is steady across multiple role types.
What level of GenAI Tools do most jobs require?
The median required depth is L2. Many positions accept basic to intermediate proficiency.
Does knowing GenAI Tools increase salary?
Salary data for GenAI Tools is still accumulating.
What other skills pair with GenAI Tools?
The most common pairings are Communication, Attention to Detail, Strategy, Excel and PowerPoint, Business Acumen. Strengthening these alongside GenAI Tools improves your fit across more positions.
What roles need GenAI Tools the most?
Top roles: Data Analysis, Marketing. Data Analysis positions have the highest demand at 67% of all GenAI Tools jobs.
How do I improve my GenAI Tools level?
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 Tools job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my GenAI Tools gaps →See how your depth compares to what employers actually require
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