Skill Demand Index
Artificial Intelligence (AI) — Demand & Depth Analysis
Based on 4 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
75%
Gap Rate
4
Jobs Analyzed
Missing
The most common result here is no demonstrated Artificial Intelligence (AI) at all.
Overview
What is Artificial Intelligence (AI)?
Market context for Artificial Intelligence (AI) in the current job market
Artificial Intelligence (AI) is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Artificial Intelligence (AI) typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Artificial Intelligence (AI):
- •Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
- •Scored evaluations land at L1 at the median: the requirement gets listed, and half or more of those evaluations showed no depth behind it
- •Most demand comes from Data Science / ML roles — 75% of all Artificial Intelligence (AI) jobs
What L1 means in practice:
L0 (Missing) means most of these scored evaluations showed no demonstrated Artificial Intelligence (AI) at all. Employers still list it, so it reads as an open gap rather than a bar most candidates are clearing.
This means employers aren't looking for someone who has used Artificial Intelligence (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 75% means most applicants lack Artificial Intelligence (AI) at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Artificial Intelligence (AI) most:
Data Science / ML positions drive 75% of demand. Other also frequently list Artificial Intelligence (AI) as a requirement. Skills commonly paired with Artificial Intelligence (AI) include Cloud Computing and Marketing.
Depth Level Distribution
Proficiency Distribution
How candidates match Artificial Intelligence (AI) requirements across 4 scored evaluations
Average depth: L1.3·Median depth: L0.5
Salary Correlation
Pay Impact
How Artificial Intelligence (AI) affects compensation based on postings with disclosed salary data
Without Artificial Intelligence (AI)
$141K
Median $133K
1228 jobs
Skill Demand Insight
“Artificial Intelligence (AI) appears in 0.1% of all scored jobs.”
From 4 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Artificial Intelligence (AI)
Role Breakdown
Top Role Categories
Job categories most likely to require Artificial Intelligence (AI)
Gap Analysis
Gap Rate Explained
How often Artificial Intelligence (AI) is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When Artificial Intelligence (AI) appears in a job's requirements, 75% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
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