Skill Demand Index
Data-Driven Insights — Demand & Depth Analysis
Based on 36 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
3%
Gap Rate
36
Jobs Analyzed
Expert
Most employers want Data-Driven Insights at architect level, not just familiarity.
Overview
What is Data-Driven Insights?
Market context for Data-Driven Insights in the current job market
Data-Driven Insights 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-Driven Insights typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data-Driven Insights:
- •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 Marketing roles — 47% of all Data-Driven Insights jobs
- •Median salary for roles requiring Data-Driven Insights: $157K 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-Driven Insights on their team.
This means employers aren't looking for someone who has used Data-Driven 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 3% means most candidates have adequate Data-Driven Insights proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data-Driven Insights most:
Marketing positions drive 47% of demand. Other and Data Analysis also frequently list Data-Driven Insights as a requirement. Skills commonly paired with Data-Driven Insights include Bachelor's Degree and SQL.
Depth Level Distribution
Proficiency Distribution
How candidates match Data-Driven Insights requirements across 36 scored evaluations
Average depth: L4.3·Median depth: L4.0
Salary Correlation
Pay Impact
How Data-Driven Insights affects compensation based on postings with disclosed salary data
With Data-Driven Insights
$151K
Median $157K
13 jobs
Without Data-Driven Insights
$141K
Median $133K
1216 jobs
↑ $10K higher
for roles requiring Data-Driven Insights
Skill Demand Insight
“Data-Driven Insights appears in 0.7% of all scored jobs.”
From 36 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data-Driven Insights
Role Breakdown
Top Role Categories
Job categories most likely to require Data-Driven Insights
Gap Analysis
Gap Rate Explained
How often Data-Driven Insights is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data-Driven Insights appears in a job's requirements, 3% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
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