Skill Demand Index
GenAI/LLM Solutions — Demand & Depth Analysis
Based on 3 scored job postings out of 4,989 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L2
Median Depth
33%
Gap Rate
3
Jobs Analyzed
Basic
Most employers want GenAI/LLM Solutions at basic competency with practical application.
Overview
What is GenAI/LLM Solutions?
Market context for GenAI/LLM Solutions in the current job market
GenAI/LLM Solutions is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for GenAI/LLM Solutions typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for GenAI/LLM Solutions:
- •Required in 0.1% 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 Software Engineering roles — 100% of all GenAI/LLM Solutions jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with GenAI/LLM Solutions — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used GenAI/LLM Solutions 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 33% means a notable portion of candidates fall short on GenAI/LLM Solutions. Addressing this gap directly in your application materials gives you an edge.
Which roles need GenAI/LLM Solutions most:
Software Engineering positions drive 100% of demand. Skills commonly paired with GenAI/LLM Solutions include Software Engineering and Leading Project Workstreams.
Depth Level Distribution
Proficiency Distribution
How candidates match GenAI/LLM Solutions requirements across 3 scored evaluations
Average depth: L1.7·Median depth: L2.0
Salary Correlation
Pay Impact
How GenAI/LLM Solutions affects compensation based on postings with disclosed salary data
Without GenAI/LLM Solutions
$140K
Median $131K
1366 jobs
Skill Demand Insight
“GenAI/LLM Solutions appears in 0.1% of all scored jobs.”
From 3 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside GenAI/LLM Solutions
67%
co-occurrence
67%
co-occurrence
67%
co-occurrence
67%
co-occurrence
67%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require GenAI/LLM Solutions
Gap Analysis
Gap Rate Explained
How often GenAI/LLM Solutions is identified as a skill gap (L0–L1) in scored applications
Moderate gap rate — many candidates lack this skill
When GenAI/LLM Solutions appears in a job's requirements, 33% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
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