Skill Demand Index
Data Analytic Skills — Demand & Depth Analysis
Based on 2 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L4
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Advanced
Most employers want Data Analytic Skills at lead-level proficiency, not surface awareness.
Overview
What is Data Analytic Skills?
Market context for Data Analytic Skills in the current job market
Data Analytic Skills is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analytic Skills typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analytic Skills:
- •Required in 0% 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 Other roles — 50% of all Data Analytic Skills jobs
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 Analytic Skills on their team.
This means employers aren't looking for someone who has used Data Analytic Skills 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 Analytic Skills proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analytic Skills most:
Other positions drive 50% of demand. Marketing also frequently list Data Analytic Skills as a requirement. Skills commonly paired with Data Analytic Skills include Python & SQL Programming and Master's Degree (Finance, Math, CS, Econ).
Depth Level Distribution
Proficiency Distribution
How candidates match Data Analytic Skills requirements across 2 scored evaluations
Average depth: L4.0·Median depth: L4.0
Salary Correlation
Pay Impact
How Data Analytic Skills affects compensation based on postings with disclosed salary data
Without Data Analytic Skills
$141K
Median $133K
1205 jobs
Skill Demand Insight
“Data Analytic Skills appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Analytic Skills
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Data Analytic Skills
Gap Analysis
Gap Rate Explained
How often Data Analytic Skills is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analytic Skills 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 Analytic Skills job requirements
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Analyze my Data Analytic Skills gaps →See how your depth compares to what employers actually require
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