Skill Demand Index
Data Analytics — Demand & Depth Analysis
Based on 37 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.7%
Demand Rate
L4
Median Depth
0%
Gap Rate
37
Jobs Analyzed
Proficient
Most employers want Data Analytics at hands-on daily use, not textbook knowledge.
Overview
What is Data Analytics?
Market context for Data Analytics in the current job market
Data Analytics is required in 0.7% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analytics typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analytics:
- •Required in 0.7% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L4 depth — architect-level, not just familiarity
- •Most demand comes from Data Analysis roles — 49% of all Data Analytics jobs
- •Median salary for roles requiring Data Analytics: $147K vs $133K for roles that don't — a $10K difference
What L4 means in practice:
L4 (Advanced) means solving hard problems, optimizing workflows, and mentoring others. Employers want someone who can be the go-to person for Data Analytics on their team.
This means employers aren't looking for someone who has used Data Analytics 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 Data Analytics proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analytics most:
Data Analysis positions drive 49% of demand. Other and Marketing also frequently list Data Analytics as a requirement. Skills commonly paired with Data Analytics include SQL and Bachelor's Degree.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Analytics requirements across 37 scored evaluations
Average depth: L3.8·Median depth: L4.0
Salary Correlation
Pay Impact
How Data Analytics affects compensation based on postings with disclosed salary data
With Data Analytics
$150K
Median $147K
10 jobs
Without Data Analytics
$141K
Median $133K
1219 jobs
↑ $10K higher
for roles requiring Data Analytics
Skill Demand Insight
“Data Analytics appears in 0.7% of all scored jobs.”
From 37 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Analytics
Role Breakdown
Top Role Categories
Job categories most likely to require Data Analytics
Gap Analysis
Gap Rate Explained
How often Data Analytics is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analytics 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 Data Analytics job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Analytics gaps →See how your depth compares to what employers actually require
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