Skill Demand Index
Statistical Intuition — Demand & Depth Analysis
Based on 1 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L3
Median Depth
0%
Gap Rate
1
Jobs Analyzed
Proficient
Most employers want Statistical Intuition at hands-on daily use, not textbook knowledge.
Overview
What is Statistical Intuition?
Market context for Statistical Intuition in the current job market
Statistical Intuition is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Statistical Intuition typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Statistical Intuition:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L3 depth — hands-on proficiency, not surface awareness
- •Most demand comes from Data Science / ML roles — 100% of all Statistical Intuition jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Statistical Intuition without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Statistical Intuition 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 Intuition proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Statistical Intuition most:
Data Science / ML positions drive 100% of demand. Skills commonly paired with Statistical Intuition include Statistical Programming and Communication.
Depth Level Distribution
Proficiency Distribution
How candidates match Statistical Intuition requirements across 1 scored evaluations
Average depth: L3.0·Median depth: L3.0
Salary Correlation
Pay Impact
How Statistical Intuition affects compensation based on postings with disclosed salary data
Without Statistical Intuition
$140K
Median $133K
1235 jobs
Skill Demand Insight
“Statistical Intuition appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Statistical Intuition
Role Breakdown
Top Role Categories
Job categories most likely to require Statistical Intuition
Gap Analysis
Gap Rate Explained
How often Statistical Intuition is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Statistical Intuition 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 Intuition job requirements
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Analyze my Statistical Intuition gaps →See how your depth compares to what employers actually require
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