Skill Demand Index
Statistical analysis & ML — Demand & Depth Analysis
Based on 3 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L2
Median Depth
0%
Gap Rate
3
Jobs Analyzed
Basic
Most employers want Statistical analysis & ML at basic competency with practical application.
Overview
What is Statistical analysis & ML?
Market context for Statistical analysis & ML in the current job market
Statistical analysis & ML is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Statistical analysis & ML typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Statistical analysis & ML:
- •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 Data Science / ML roles — 67% of all Statistical analysis & ML jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with Statistical analysis & ML — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used Statistical analysis & ML 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 Statistical analysis & ML proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Statistical analysis & ML most:
Data Science / ML positions drive 67% of demand. Data Analysis also frequently list Statistical analysis & ML as a requirement. Skills commonly paired with Statistical analysis & ML include E-commerce Ecosystem Understanding and Data Science Experience.
Depth Level Distribution
Proficiency Distribution
How candidates match Statistical analysis & ML requirements across 3 scored evaluations
Average depth: L2.0·Median depth: L2.0
Salary Correlation
Pay Impact
How Statistical analysis & ML affects compensation based on postings with disclosed salary data
Without Statistical analysis & ML
$140K
Median $133K
1235 jobs
Skill Demand Insight
“Statistical analysis & ML appears in 0.1% of all scored jobs.”
From 3 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Statistical analysis & ML
67%
co-occurrence
67%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Statistical analysis & ML
Gap Analysis
Gap Rate Explained
How often Statistical analysis & ML is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Statistical analysis & ML 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 Statistical analysis & ML job requirements
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