Skill Demand Index

Data Governance — Demand & Depth Analysis

Based on 19 scored job postings out of 3,786 total. Depth levels reflect actual proficiency tiers, not just keyword presence.

0.5%

Demand Rate

L1

Median Depth

52.6%

Gap Rate

19

Jobs Analyzed

L153% of postings

Minimal

Most employers want Data Governance at introductory awareness.

Overview

What is Data Governance?

Market context for Data Governance in the current job market

Data Governance is required in 0.5% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Governance typically want candidates who can demonstrate real proficiency, not just surface awareness.

What the data shows for Data Governance:

  • Required in 0.5% of all scored postingsdemand is growing as more employers add it to requirements
  • Employers typically expect L1 depthfoundational knowledge with practical application
  • Most demand comes from Data Analysis roles53% of all Data Governance jobs
  • Median salary for roles requiring Data Governance: $105K vs $130K for roles that don't — a $18K difference

What L1 means in practice:

L1 (Minimal) means you can discuss the concept but haven’t used it in production. Many entry-level positions accept this.

This means employers aren't looking for someone who has used Data Governance 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 52.6% means most applicants lack Data Governance at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.

Which roles need Data Governance most:

Data Analysis positions drive 53% of demand. Other and Marketing also frequently list Data Governance as a requirement. Skills commonly paired with Data Governance include SQL and Data Analytics.

Depth Level Distribution

Proficiency Distribution

How candidates match Data Governance requirements across 19 scored evaluations

L0 — Missing
0% (0)
L1 — Minimal
53% (10)
DOMINANT
L2 — Basic
42% (8)
L3 — Proficient
5% (1)
L4 — Advanced
0% (0)
L5 — Expert
0% (0)

Average depth: L1.5·Median depth: L1.0

Salary Correlation

Pay Impact

How Data Governance affects compensation based on postings with disclosed salary data

With Data Governance

$121K

Median $105K

5 jobs

Without Data Governance

$139K

Median $130K

974 jobs

$18K lower

for roles requiring Data Governance

Skill Demand Insight

Data Governance appears in 0.5% of all scored jobs.”

From 19 scored job postings

Skill Pairings

Commonly Paired Skills

Other skills that frequently appear alongside Data Governance

Role Breakdown

Top Role Categories

Job categories most likely to require Data Governance

Gap Analysis

Gap Rate Explained

How often Data Governance is identified as a skill gap (L0–L1) in scored applications

52.6%

High gap rate — most candidates are underqualified

When Data Governance appears in a job's requirements, 52.6% of scored applicants received an L0 or L1 (missing or minimal).

A high gap rate signals strong hiring leverage for candidates who have it. A low gap rate means the skill is table stakes: not having it is a disqualifier.

Frequently Asked Questions

Is Data Governance in demand in 2026?

Yes. Data Governance appears in 0.5% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 19 analyzed jobs, demand is steady across multiple role types.

What level of Data Governance do most jobs require?

The median required depth is L1. Many positions accept basic to intermediate proficiency.

Does knowing Data Governance increase salary?

Jobs requiring Data Governance pay $18K less on average. The impact varies by role and location.

What other skills pair with Data Governance?

The most common pairings are SQL, Data Analytics, Power BI, Data Analysis, Python. Strengthening these alongside Data Governance improves your fit across more positions.

What roles need Data Governance the most?

Top roles: Data Analysis, Other, Marketing, Software Engineering. Data Analysis positions have the highest demand at 53% of all Data Governance jobs.

How do I improve my Data Governance 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 Governance job requirements

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