Skill Demand Index
Artificial Intelligence (AI) — Demand & Depth Analysis
Based on 4 scored job postings out of 4,698 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L1
Median Depth
75%
Gap Rate
4
Jobs Analyzed
Minimal
Most employers want Artificial Intelligence (AI) at introductory awareness.
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
- •Employers typically expect L1 depth — foundational knowledge with practical application
- •Most demand comes from Data Science / ML roles — 75% of all Artificial Intelligence (AI) 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 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)
$140K
Median $132K
1264 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
Is Artificial Intelligence (AI) in demand in 2026?
Yes. Artificial Intelligence (AI) appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 4 analyzed jobs, demand is steady across multiple role types.
What level of Artificial Intelligence (AI) do most jobs require?
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Does knowing Artificial Intelligence (AI) increase salary?
Salary data for Artificial Intelligence (AI) is still accumulating.
What other skills pair with Artificial Intelligence (AI)?
The most common pairings are Cloud Computing, Marketing, Salesforce.com, Demand Generation, Bachelor's degree. Strengthening these alongside Artificial Intelligence (AI) improves your fit across more positions.
What roles need Artificial Intelligence (AI) the most?
Top roles: Data Science / ML, Other. Data Science / ML positions have the highest demand at 75% of all Artificial Intelligence (AI) jobs.
How do I improve my Artificial Intelligence (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 Artificial Intelligence (AI) job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Artificial Intelligence (AI) gaps →See how your depth compares to what employers actually require
All Skills · Roles · Companies · Browse Jobs