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 LLM Fundamentals at introductory awareness.
Overview
Market context for LLM Fundamentals in the current job market
LLM Fundamentals is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for LLM Fundamentals typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for LLM Fundamentals:
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 LLM Fundamentals 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 LLM Fundamentals at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need LLM Fundamentals most:
Data Science / ML positions drive 100% of demand. Skills commonly paired with LLM Fundamentals include Communication Skills and Computer Science Degree.
Depth Level Distribution
How candidates match LLM Fundamentals requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
How LLM Fundamentals affects compensation based on postings with disclosed salary data
Without LLM Fundamentals
$137K
Median $130K
450 jobs
Skill Demand Insight
“LLM Fundamentals appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside LLM Fundamentals
Role Breakdown
Job categories most likely to require LLM Fundamentals
Gap Analysis
How often LLM Fundamentals is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When LLM Fundamentals appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Yes. LLM Fundamentals 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 LLM Fundamentals is still accumulating.
The most common pairings are Communication Skills, Computer Science Degree, SQL Skills, Analytics Engineering, Data Engineering. Strengthening these alongside LLM Fundamentals improves your fit across more positions.
Top roles: Data Science / ML. Data Science / ML positions have the highest demand at 100% of all LLM Fundamentals 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 LLM Fundamentals job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my LLM Fundamentals gaps →See how your depth compares to what employers actually require
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