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 LLMs and GenAI at basic competency with practical application.
Overview
Market context for LLMs and GenAI in the current job market
LLMs and GenAI is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for LLMs and GenAI typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for LLMs and GenAI:
What L2 means in practice:
L2 (Basic) means you’ve built small things with LLMs and GenAI — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used LLMs and GenAI 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 LLMs and GenAI proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need LLMs and GenAI most:
Data Analysis positions drive 100% of demand. Skills commonly paired with LLMs and GenAI include Communication and Analytics Team Management.
Depth Level Distribution
How candidates match LLMs and GenAI requirements across 1 scored evaluations
Average depth: L2.0·Median depth: L2.0
Salary Correlation
How LLMs and GenAI affects compensation based on postings with disclosed salary data
Without LLMs and GenAI
$137K
Median $130K
454 jobs
Skill Demand Insight
“LLMs and GenAI appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside LLMs and GenAI
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
Role Breakdown
Job categories most likely to require LLMs and GenAI
Gap Analysis
How often LLMs and GenAI is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When LLMs and GenAI appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. LLMs and GenAI 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 LLMs and GenAI is still accumulating.
The most common pairings are Communication, Analytics Team Management, Data Analysis, Retail/Merchandising/Inventory/Operations Analytics, Data Science/BI Analytics Experience. Strengthening these alongside LLMs and GenAI improves your fit across more positions.
Top roles: Data Analysis. Data Analysis positions have the highest demand at 100% of all LLMs and GenAI 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 LLMs and GenAI job requirements
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Analyze my LLMs and GenAI gaps →See how your depth compares to what employers actually require
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