Skill Demand Index
Based on 1 scored job postings out of 2,412 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L1
Median Depth
100%
Gap Rate
1
Jobs Analyzed
Minimal
Most employers want AI Industry Knowledge at introductory awareness.
Overview
Market context for AI Industry Knowledge in the current job market
AI Industry Knowledge is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI Industry Knowledge typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI Industry Knowledge:
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 AI Industry Knowledge 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 100% means most applicants lack AI Industry Knowledge at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need AI Industry Knowledge most:
Data Science / ML positions drive 100% of demand. Skills commonly paired with AI Industry Knowledge include Digital Marketing and Go-to-market Strategies.
Depth Level Distribution
How candidates match AI Industry Knowledge requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
How AI Industry Knowledge affects compensation based on postings with disclosed salary data
Without AI Industry Knowledge
$137K
Median $130K
450 jobs
Skill Demand Insight
“AI Industry Knowledge appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside AI Industry Knowledge
Role Breakdown
Job categories most likely to require AI Industry Knowledge
Gap Analysis
How often AI Industry Knowledge is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When AI Industry Knowledge appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Yes. AI Industry Knowledge 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 L1. Many positions accept basic to intermediate proficiency.
Salary data for AI Industry Knowledge is still accumulating.
The most common pairings are Digital Marketing, Go-to-market Strategies, Community Insights, Startup Program Building, Ecosystem Partnerships. Strengthening these alongside AI Industry Knowledge improves your fit across more positions.
Top roles: Data Science / ML. Data Science / ML positions have the highest demand at 100% of all AI Industry Knowledge 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 Industry Knowledge job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI Industry Knowledge gaps →See how your depth compares to what employers actually require
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