Skill Demand Index
Based on 28 scored job postings out of 2,381 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
1.2%
Demand Rate
L4
Median Depth
0%
Gap Rate
28
Jobs Analyzed
Advanced
Most employers want Data-driven insights at lead-level proficiency, not surface awareness.
Overview
Market context for Data-driven insights in the current job market
Data-driven insights is required in 1.2% 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:
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 0% 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 61% of demand.
Depth Level Distribution
How candidates match Data-driven insights requirements across 28 scored evaluations
Average depth: L4.4·Median depth: L4.0
Salary Correlation
How Data-driven insights affects compensation based on postings with disclosed salary data
With Data-driven insights
$134K
Median $128K
9 jobs
Without Data-driven insights
$137K
Median $130K
436 jobs
↓ $2K lower
for roles requiring Data-driven insights
Skill Demand Insight
“Data-driven insights appears in 1.2% of all scored jobs.”
From 28 scored job postings
Skill Pairings
Other skills that frequently appear alongside Data-driven insights
Role Breakdown
Job categories most likely to require Data-driven insights
Gap Analysis
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, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. Data-driven insights appears in 1.2% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 28 analyzed jobs, demand is steady across multiple role types.
The median required depth is L4. Most employers want advanced proficiency — candidates who can lead projects and optimize processes.
Jobs requiring Data-driven insights pay $2K less on average. The impact varies by role and location.
The most common pairings are Digital Marketing, Analytics & Reporting, Analytics, Communication, SEO. Strengthening these alongside Data-driven insights improves your fit across more positions.
Top roles: Marketing, Other, Data Analysis, Data Science / ML. Marketing positions have the highest demand at 61% of all Data-driven insights jobs.
L1→L2: online courses and personal projects. L2→L3: daily professional use and shipped work. L3→L4: mentoring others and optimizing processes. L4→L5: architecture decisions, open source contributions, or published work.
See how you stack up against Data-driven insights job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data-driven insights gaps →See how your depth compares to what employers actually require
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