Skill Demand Index
Data Management — Demand & Depth Analysis
Based on 13 scored job postings out of 3,786 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.3%
Demand Rate
L3
Median Depth
0%
Gap Rate
13
Jobs Analyzed
Proficient
Most employers want Data Management at hands-on daily use, not textbook knowledge.
Overview
What is Data Management?
Market context for Data Management in the current job market
Data Management is required in 0.3% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Management typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Management:
- •Required in 0.3% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L3 depth — hands-on proficiency, not surface awareness
- •Most demand comes from Marketing roles — 38% of all Data Management jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Data Management without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Data Management 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 proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Management most:
Marketing positions drive 38% of demand. Data Analysis and Other also frequently list Data Management as a requirement. Skills commonly paired with Data Management include Data Analysis and Bachelor's Degree.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Management requirements across 13 scored evaluations
Average depth: L3.3·Median depth: L3.0
Salary Correlation
Pay Impact
How Data Management affects compensation based on postings with disclosed salary data
Without Data Management
$139K
Median $130K
977 jobs
Skill Demand Insight
“Data Management appears in 0.3% of all scored jobs.”
From 13 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Management
Role Breakdown
Top Role Categories
Job categories most likely to require Data Management
Gap Analysis
Gap Rate Explained
How often Data Management is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Management appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Data Management in demand in 2026?
Yes. Data Management appears in 0.3% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 13 analyzed jobs, demand is steady across multiple role types.
What level of Data Management do most jobs require?
The median required depth is L3. Most roles expect intermediate competency — independent work without supervision.
Does knowing Data Management increase salary?
Salary data for Data Management is still accumulating.
What other skills pair with Data Management?
The most common pairings are Data Analysis, Bachelor's Degree, SQL, Data Governance, Data Science/Computer Science Degree. Strengthening these alongside Data Management improves your fit across more positions.
What roles need Data Management the most?
Top roles: Marketing, Data Analysis, Other. Marketing positions have the highest demand at 38% of all Data Management jobs.
How do I improve my Data Management level?
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 Management job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Management gaps →See how your depth compares to what employers actually require
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