Skill Demand Index
Data Analysis and Insights — 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 Analysis and Insights at lead-level proficiency, not surface awareness.
Overview
What is Data Analysis and Insights?
Market context for Data Analysis and Insights in the current job market
Data Analysis and Insights is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analysis and Insights typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analysis and Insights:
- •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 Marketing roles — 50% of all Data Analysis and Insights 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 Analysis and Insights on their team.
This means employers aren't looking for someone who has used Data Analysis and Insights 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 Analysis and Insights proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analysis and Insights most:
Marketing positions drive 50% of demand. Operations also frequently list Data Analysis and Insights as a requirement. Skills commonly paired with Data Analysis and Insights include E-commerce and SEO Strategy.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Analysis and Insights requirements across 2 scored evaluations
Average depth: L4.0·Median depth: L4.0
Salary Correlation
Pay Impact
How Data Analysis and Insights affects compensation based on postings with disclosed salary data
Without Data Analysis and Insights
$141K
Median $133K
1219 jobs
Skill Demand Insight
“Data Analysis and Insights appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Analysis and Insights
Role Breakdown
Top Role Categories
Job categories most likely to require Data Analysis and Insights
Gap Analysis
Gap Rate Explained
How often Data Analysis and Insights is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analysis and Insights 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 Analysis and Insights job requirements
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Analyze my Data Analysis and Insights gaps →See how your depth compares to what employers actually require
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