Skill Demand Index
AI Knowledge — Demand & Depth Analysis
Based on 2 scored job postings out of 3,786 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L3
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Basic
Most employers want AI Knowledge at basic competency with practical application.
Overview
What is AI Knowledge?
Market context for AI Knowledge in the current job market
AI Knowledge 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 Knowledge typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI Knowledge:
- •Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L3 depth — foundational knowledge with practical application
- •Most demand comes from Marketing roles — 100% of all AI Knowledge jobs
What L3 means in practice:
L2 (Basic) means you’ve built small things with AI Knowledge — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used AI 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 0% means most candidates have adequate AI Knowledge proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need AI Knowledge most:
Marketing positions drive 100% of demand. Skills commonly paired with AI Knowledge include Digital Marketing and Founder-Led Marketing.
Depth Level Distribution
Proficiency Distribution
How candidates match AI Knowledge requirements across 2 scored evaluations
Average depth: L2.5·Median depth: L2.5
Salary Correlation
Pay Impact
How AI Knowledge affects compensation based on postings with disclosed salary data
Without AI Knowledge
$139K
Median $130K
978 jobs
Skill Demand Insight
“AI Knowledge appears in 0.1% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside AI Knowledge
Gap Analysis
Gap Rate Explained
How often AI Knowledge is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When AI Knowledge appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is AI Knowledge in demand in 2026?
Yes. AI Knowledge appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 2 analyzed jobs, demand is steady across multiple role types.
What level of AI Knowledge do most jobs require?
The median required depth is L3. Many positions accept basic to intermediate proficiency.
Does knowing AI Knowledge increase salary?
Salary data for AI Knowledge is still accumulating.
What other skills pair with AI Knowledge?
The most common pairings are Digital Marketing, Founder-Led Marketing, Brand Strategy, Team Management, Category Creation. Strengthening these alongside AI Knowledge improves your fit across more positions.
What roles need AI Knowledge the most?
Top roles: Marketing. Marketing positions have the highest demand at 100% of all AI Knowledge jobs.
How do I improve my AI Knowledge 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 AI Knowledge job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI Knowledge gaps →See how your depth compares to what employers actually require
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