Skill Demand Index
AI/ML Techniques — 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
L1
Median Depth
100%
Gap Rate
2
Jobs Analyzed
Minimal
Most employers want AI/ML Techniques at introductory awareness.
Overview
What is AI/ML Techniques?
Market context for AI/ML Techniques in the current job market
AI/ML Techniques is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI/ML Techniques typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI/ML Techniques:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L1 depth — foundational knowledge with practical application
- •Most demand comes from Data Analysis roles — 50% of all AI/ML Techniques jobs
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 AI/ML Techniques 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 AI/ML Techniques at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need AI/ML Techniques most:
Data Analysis positions drive 50% of demand. Data Science / ML also frequently list AI/ML Techniques as a requirement. Skills commonly paired with AI/ML Techniques include Data-Driven Strategy for Retail/CPG and Advanced Analytics/Data Science Leadership.
Depth Level Distribution
Proficiency Distribution
How candidates match AI/ML Techniques requirements across 2 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How AI/ML Techniques affects compensation based on postings with disclosed salary data
Without AI/ML Techniques
$140K
Median $133K
1235 jobs
Skill Demand Insight
“AI/ML Techniques appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside AI/ML Techniques
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/ML Techniques
Gap Analysis
Gap Rate Explained
How often AI/ML Techniques is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When AI/ML Techniques appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against AI/ML Techniques job requirements
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Analyze my AI/ML Techniques gaps →See how your depth compares to what employers actually require
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