Skill Demand Index
AI in Product Development — Demand & Depth Analysis
Based on 2 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L2
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Basic
Most employers want AI in Product Development at basic competency with practical application.
Overview
What is AI in Product Development?
Market context for AI in Product Development in the current job market
AI in Product Development is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI in Product Development typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI in Product Development:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L2 depth — foundational knowledge with practical application
- •Most demand comes from Product Management roles — 50% of all AI in Product Development jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with AI in Product Development — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used AI in Product Development 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 in Product Development proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need AI in Product Development most:
Product Management positions drive 50% of demand. Marketing also frequently list AI in Product Development as a requirement. Skills commonly paired with AI in Product Development include CMS Expertise and Computer Science Degree.
Depth Level Distribution
Proficiency Distribution
How candidates match AI in Product Development requirements across 2 scored evaluations
Average depth: L2.0·Median depth: L2.0
Salary Correlation
Pay Impact
How AI in Product Development affects compensation based on postings with disclosed salary data
Without AI in Product Development
$140K
Median $133K
1236 jobs
Skill Demand Insight
“AI in Product Development appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside AI in Product Development
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require AI in Product Development
Gap Analysis
Gap Rate Explained
How often AI in Product Development is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When AI in Product Development 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 in Product Development job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI in Product Development gaps →See how your depth compares to what employers actually require
All Skills · Roles · Companies · Browse Jobs