Skill Demand Index
AI/Automation — 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
L5
Median Depth
0%
Gap Rate
3
Jobs Analyzed
Expert
Most employers want AI/Automation at architect level, not just familiarity.
Overview
What is AI/Automation?
Market context for AI/Automation in the current job market
AI/Automation 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/Automation typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI/Automation:
- •Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L5 depth — architect-level, not just familiarity
- •Most demand comes from Sales roles — 33% of all AI/Automation jobs
What L5 means in practice:
L5 (Expert) means the employer expects someone who can architect systems around AI/Automation, mentor teams, and make strategic decisions. This goes well beyond "I’ve used it before."
This means employers aren't looking for someone who has used AI/Automation 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 AI/Automation proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need AI/Automation most:
Sales positions drive 33% of demand. Product Management and Operations also frequently list AI/Automation as a requirement. Skills commonly paired with AI/Automation include Cross-functional Partnership and B2B SaaS Experience.
Depth Level Distribution
Proficiency Distribution
How candidates match AI/Automation requirements across 3 scored evaluations
Average depth: L4.3·Median depth: L5.0
Salary Correlation
Pay Impact
How AI/Automation affects compensation based on postings with disclosed salary data
Without AI/Automation
$140K
Median $133K
1236 jobs
Skill Demand Insight
“AI/Automation 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/Automation
33%
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/Automation
Gap Analysis
Gap Rate Explained
How often AI/Automation is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When AI/Automation appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against AI/Automation job requirements
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Analyze my AI/Automation gaps →See how your depth compares to what employers actually require
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