Skill Demand Index
Data Analytics Experience — Demand & Depth Analysis
Based on 32 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.6%
Demand Rate
L3
Median Depth
6%
Gap Rate
32
Jobs Analyzed
Proficient
Most employers want Data Analytics Experience at hands-on daily use, not textbook knowledge.
Overview
What is Data Analytics Experience?
Market context for Data Analytics Experience in the current job market
Data Analytics Experience is required in 0.6% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analytics Experience typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analytics Experience:
- •Required in 0.6% 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 — 69% of all Data Analytics Experience jobs
- •Median salary for roles requiring Data Analytics Experience: $147K vs $133K for roles that don't — a $6K difference
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Data Analytics Experience without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Data Analytics 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 Analytics Experience proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analytics Experience most:
Data Analysis positions drive 69% of demand. Other and Data Science / ML also frequently list Data Analytics Experience as a requirement. Skills commonly paired with Data Analytics Experience include SQL Proficiency and Data Visualization Tools.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Analytics Experience requirements across 32 scored evaluations
Average depth: L3.3·Median depth: L3.0
Salary Correlation
Pay Impact
How Data Analytics Experience affects compensation based on postings with disclosed salary data
With Data Analytics Experience
$147K
Median $147K
8 jobs
Without Data Analytics Experience
$141K
Median $133K
1221 jobs
↑ $6K higher
for roles requiring Data Analytics Experience
Skill Demand Insight
“Data Analytics Experience appears in 0.6% of all scored jobs.”
From 32 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Analytics Experience
Role Breakdown
Top Role Categories
Job categories most likely to require Data Analytics Experience
Gap Analysis
Gap Rate Explained
How often Data Analytics Experience is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analytics 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 Analytics Experience job requirements
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Analyze my Data Analytics Experience gaps →See how your depth compares to what employers actually require
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