Skill Demand Index
AI Coding Tools — Demand & Depth Analysis
Based on 3 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L1
Median Depth
67%
Gap Rate
3
Jobs Analyzed
Minimal
Most employers want AI Coding Tools at introductory awareness.
Overview
What is AI Coding Tools?
Market context for AI Coding Tools in the current job market
AI Coding 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 AI Coding Tools typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI Coding Tools:
- •Required in 0.1% 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 Software Engineering roles — 100% of all AI Coding Tools 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 AI Coding 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 67% means most applicants lack AI Coding Tools at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need AI Coding Tools most:
Software Engineering positions drive 100% of demand. Skills commonly paired with AI Coding Tools include Professional Software Engineering Experience and Writing Tests/Evaluation Criteria.
Depth Level Distribution
Proficiency Distribution
How candidates match AI Coding Tools requirements across 3 scored evaluations
Average depth: L2.3·Median depth: L1.0
Salary Correlation
Pay Impact
How AI Coding Tools affects compensation based on postings with disclosed salary data
Without AI Coding Tools
$143K
Median $135K
1313 jobs
Skill Demand Insight
“AI Coding 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 AI Coding Tools
100%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require AI Coding Tools
Gap Analysis
Gap Rate Explained
How often AI Coding Tools is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When AI Coding Tools appears in a job's requirements, 67% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against AI Coding Tools job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI Coding Tools gaps →See how your depth compares to what employers actually require
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