Skill Demand Index
AI — Demand & Depth Analysis
Based on 7 scored job postings out of 3,786 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.2%
Demand Rate
L2
Median Depth
42.9%
Gap Rate
7
Jobs Analyzed
Minimal
Most employers want AI at introductory awareness.
Overview
What is AI?
Market context for AI in the current job market
AI is required in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI:
- •Required in 0.2% 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 Marketing roles — 57% of all AI jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with AI — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used AI 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 42.9% means most applicants lack AI at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need AI most:
Marketing positions drive 57% of demand. Operations and Other also frequently list AI as a requirement. Skills commonly paired with AI include Product Marketing and Payroll processing.
Depth Level Distribution
Proficiency Distribution
How candidates match AI requirements across 7 scored evaluations
Average depth: L1.9·Median depth: L2.0
Salary Correlation
Pay Impact
How AI affects compensation based on postings with disclosed salary data
Without AI
$139K
Median $130K
976 jobs
Skill Demand Insight
“AI appears in 0.2% of all scored jobs.”
From 7 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside AI
Role Breakdown
Top Role Categories
Job categories most likely to require AI
Gap Analysis
Gap Rate Explained
How often AI is identified as a skill gap (L0–L1) in scored applications
Moderate gap rate — many candidates lack this skill
When AI appears in a job's requirements, 42.9% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is AI in demand in 2026?
Yes. AI appears in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 7 analyzed jobs, demand is steady across multiple role types.
What level of AI do most jobs require?
The median required depth is L2. Many positions accept basic to intermediate proficiency.
Does knowing AI increase salary?
Salary data for AI is still accumulating.
What other skills pair with AI?
The most common pairings are Product Marketing, Payroll processing, HRIS Management, Employee Onboarding/Offboarding, HR experience. Strengthening these alongside AI improves your fit across more positions.
What roles need AI the most?
Top roles: Marketing, Operations, Other, Data Science / ML. Marketing positions have the highest demand at 57% of all AI jobs.
How do I improve my AI 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 AI job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI gaps →See how your depth compares to what employers actually require
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