Skill Demand Index
Statistical Analysis — Demand & Depth Analysis
Based on 15 scored job postings out of 3,133 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.5%
Demand Rate
L2
Median Depth
20%
Gap Rate
15
Jobs Analyzed
Basic
Most employers want Statistical Analysis at basic competency with practical application.
Overview
What is Statistical Analysis?
Market context for Statistical Analysis in the current job market
Statistical Analysis is required in 0.5% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Statistical Analysis typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Statistical Analysis:
- •Required in 0.5% 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 — 47% of all Statistical Analysis jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with Statistical Analysis — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used Statistical Analysis 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 20% means most candidates have adequate Statistical Analysis proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Statistical Analysis most:
Data Science / ML positions drive 47% of demand. Other and Data Analysis also frequently list Statistical Analysis as a requirement. Skills commonly paired with Statistical Analysis include SQL and Python.
Depth Level Distribution
Proficiency Distribution
How candidates match Statistical Analysis requirements across 15 scored evaluations
Average depth: L2.1·Median depth: L2.0
Salary Correlation
Pay Impact
How Statistical Analysis affects compensation based on postings with disclosed salary data
Without Statistical Analysis
$140K
Median $130K
722 jobs
Skill Demand Insight
“Statistical Analysis appears in 0.5% of all scored jobs.”
From 15 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Statistical Analysis
Role Breakdown
Top Role Categories
Job categories most likely to require Statistical Analysis
Gap Analysis
Gap Rate Explained
How often Statistical Analysis is identified as a skill gap (L0–L1) in scored applications
Low gap rate — most candidates are reasonably qualified
When Statistical Analysis appears in a job's requirements, 20% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Statistical Analysis in demand in 2026?
Yes. Statistical Analysis appears in 0.5% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 15 analyzed jobs, demand is steady across multiple role types.
What level of Statistical Analysis do most jobs require?
The median required depth is L2. Many positions accept basic to intermediate proficiency.
Does knowing Statistical Analysis increase salary?
Salary data for Statistical Analysis is still accumulating.
What other skills pair with Statistical Analysis?
The most common pairings are SQL, Python, Data Analysis, Data Mining, Data Visualization. Strengthening these alongside Statistical Analysis improves your fit across more positions.
What roles need Statistical Analysis the most?
Top roles: Data Science / ML, Other, Data Analysis, Software Engineering. Data Science / ML positions have the highest demand at 47% of all Statistical Analysis jobs.
How do I improve my Statistical Analysis level?
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 Statistical Analysis job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Statistical Analysis gaps →See how your depth compares to what employers actually require
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