Skill Demand Index
Statistical Data Analysis — Demand & Depth Analysis
Based on 1 scored job postings out of 3,786 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 Data Analysis at hands-on daily use, not textbook knowledge.
Overview
What is Statistical Data Analysis?
Market context for Statistical Data Analysis in the current job market
Statistical Data Analysis is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Statistical Data Analysis typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Statistical Data Analysis:
- •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 Data Analysis jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Statistical Data Analysis without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Statistical Data 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 0% means most candidates have adequate Statistical Data Analysis proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Statistical Data Analysis most:
Data Science / ML positions drive 100% of demand. Skills commonly paired with Statistical Data Analysis include Data Science and A/B Testing.
Depth Level Distribution
Proficiency Distribution
How candidates match Statistical Data Analysis requirements across 1 scored evaluations
Average depth: L3.0·Median depth: L3.0
Salary Correlation
Pay Impact
How Statistical Data Analysis affects compensation based on postings with disclosed salary data
Without Statistical Data Analysis
$139K
Median $130K
978 jobs
Skill Demand Insight
“Statistical Data Analysis appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Statistical Data Analysis
Role Breakdown
Top Role Categories
Job categories most likely to require Statistical Data Analysis
Gap Analysis
Gap Rate Explained
How often Statistical Data Analysis is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Statistical Data Analysis appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Statistical Data Analysis in demand in 2026?
Yes. Statistical Data Analysis 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.
What level of Statistical Data Analysis do most jobs require?
The median required depth is L3. Most roles expect intermediate competency — independent work without supervision.
Does knowing Statistical Data Analysis increase salary?
Salary data for Statistical Data Analysis is still accumulating.
What other skills pair with Statistical Data Analysis?
The most common pairings are Data Science, A/B Testing, SQL/Spark, Programming, Years of experience. Strengthening these alongside Statistical Data Analysis improves your fit across more positions.
What roles need Statistical Data Analysis the most?
Top roles: Data Science / ML. Data Science / ML positions have the highest demand at 100% of all Statistical Data Analysis jobs.
How do I improve my Statistical Data 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 Data Analysis job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Statistical Data Analysis gaps →See how your depth compares to what employers actually require
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