Skill Demand Index
Data Stewardship — 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
L3
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Basic
Most employers want Data Stewardship at basic competency with practical application.
Overview
What is Data Stewardship?
Market context for Data Stewardship in the current job market
Data Stewardship is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Stewardship typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Stewardship:
- •Required in 0% 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 Other roles — 50% of all Data Stewardship jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Data Stewardship without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Data Stewardship 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 Stewardship proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Stewardship most:
Other positions drive 50% of demand. Software Engineering also frequently list Data Stewardship as a requirement. Skills commonly paired with Data Stewardship include Data Analysis and Requirements Elicitation & Documentation.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Stewardship requirements across 2 scored evaluations
Average depth: L3.0·Median depth: L3.0
Salary Correlation
Pay Impact
How Data Stewardship affects compensation based on postings with disclosed salary data
Without Data Stewardship
$140K
Median $133K
1236 jobs
Skill Demand Insight
“Data Stewardship appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Stewardship
Role Breakdown
Top Role Categories
Job categories most likely to require Data Stewardship
Gap Analysis
Gap Rate Explained
How often Data Stewardship is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Stewardship 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 Stewardship job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Stewardship gaps →See how your depth compares to what employers actually require
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