Skill Demand Index
Based on 1 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L2
Median Depth
0%
Gap Rate
1
Jobs Analyzed
Basic
Most employers want AI and Automation at basic competency with practical application.
Overview
Market context for AI and Automation in the current job market
AI and Automation is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI and Automation typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI and Automation:
What L2 means in practice:
L2 (Basic) means you’ve built small things with AI and Automation — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used AI and 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 and Automation proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need AI and Automation most:
Other positions drive 100% of demand. Skills commonly paired with AI and Automation include People Leadership in Customer Success and Operational Discipline & Data-Driven Improvement.
Depth Level Distribution
How candidates match AI and Automation requirements across 1 scored evaluations
Average depth: L2.0·Median depth: L2.0
Salary Correlation
How AI and Automation affects compensation based on postings with disclosed salary data
Without AI and Automation
$137K
Median $130K
454 jobs
Skill Demand Insight
“AI and Automation appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside AI and Automation
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
Gap Analysis
How often AI and Automation is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When AI and Automation appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. AI and Automation appears in 0% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 1 analyzed jobs, demand is steady across multiple role types.
The median required depth is L2. Many positions accept basic to intermediate proficiency.
Salary data for AI and Automation is still accumulating.
The most common pairings are People Leadership in Customer Success, Operational Discipline & Data-Driven Improvement, Customer Lifecycle Management, High-Stakes Escalation Management, Global Async Environment. Strengthening these alongside AI and Automation improves your fit across more positions.
Top roles: Other. Other positions have the highest demand at 100% of all AI and Automation jobs.
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 and Automation job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI and Automation gaps →See how your depth compares to what employers actually require
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