Skill Demand Index
Data Analysis Experience — Demand & Depth Analysis
Based on 17 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.3%
Demand Rate
L3
Median Depth
6%
Gap Rate
17
Jobs Analyzed
Proficient
Most employers want Data Analysis Experience at hands-on daily use, not textbook knowledge.
Overview
What is Data Analysis Experience?
Market context for Data Analysis Experience in the current job market
Data Analysis Experience is required in 0.3% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analysis Experience typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analysis Experience:
- •Required in 0.3% 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 Analysis roles — 65% of all Data Analysis Experience jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Data Analysis Experience without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Data Analysis Experience 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 6% means most candidates have adequate Data Analysis Experience proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analysis Experience most:
Data Analysis positions drive 65% of demand. Other and Data Science / ML also frequently list Data Analysis Experience as a requirement. Skills commonly paired with Data Analysis Experience include SQL Proficiency and SQL.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Analysis Experience requirements across 17 scored evaluations
Average depth: L3.1·Median depth: L3.0
Salary Correlation
Pay Impact
How Data Analysis Experience affects compensation based on postings with disclosed salary data
Without Data Analysis Experience
$141K
Median $133K
1227 jobs
Skill Demand Insight
“Data Analysis Experience appears in 0.3% of all scored jobs.”
From 17 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Analysis Experience
Role Breakdown
Top Role Categories
Job categories most likely to require Data Analysis Experience
Gap Analysis
Gap Rate Explained
How often Data Analysis Experience is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analysis Experience appears in a job's requirements, 6% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against Data Analysis Experience job requirements
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