Skill Demand Index
Data Management & Analysis — Demand & Depth Analysis
Based on 3 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L4
Median Depth
0%
Gap Rate
3
Jobs Analyzed
Advanced
Most employers want Data Management & Analysis at lead-level proficiency, not surface awareness.
Overview
What is Data Management & Analysis?
Market context for Data Management & Analysis in the current job market
Data Management & Analysis is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Management & Analysis typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Management & Analysis:
- •Required in 0.1% 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 — 33% of all Data Management & Analysis 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 Management & Analysis on their team.
This means employers aren't looking for someone who has used Data Management & Analysis 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 Management & Analysis proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Management & Analysis most:
Marketing positions drive 33% of demand. Other and Data Analysis also frequently list Data Management & Analysis as a requirement. Skills commonly paired with Data Management & Analysis include Process Optimization and Campaign Support & Project Management.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Management & Analysis requirements across 3 scored evaluations
Average depth: L4.3·Median depth: L4.0
Salary Correlation
Pay Impact
How Data Management & Analysis affects compensation based on postings with disclosed salary data
Without Data Management & Analysis
$140K
Median $133K
1235 jobs
Skill Demand Insight
“Data Management & Analysis appears in 0.1% of all scored jobs.”
From 3 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Management & Analysis
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Data Management & Analysis
Gap Analysis
Gap Rate Explained
How often Data Management & Analysis is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Management & Analysis appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
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