Skill Demand Index

Data Strategy/Governance — 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

Median Depth

33%

Gap Rate

Jobs Analyzed

Minimal

Most employers want Data Strategy/Governance at introductory awareness.

Overview

What is Data Strategy/Governance?

Market context for Data Strategy/Governance in the current job market

Data Strategy/Governance 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 Strategy/Governance typically want candidates who can demonstrate real proficiency, not just surface awareness.

What the data shows for Data Strategy/Governance:

•Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
•Employers typically expect L2 depth — foundational knowledge with practical application
•Most demand comes from Data Science / ML roles — 67% of all Data Strategy/Governance jobs

What L2 means in practice:

L2 (Basic) means you’ve built small things with Data Strategy/Governance — personal projects or bootcamp work. Employers accept this for junior roles.

This means employers aren't looking for someone who has used Data Strategy/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 33% means a notable portion of candidates fall short on Data Strategy/Governance. Addressing this gap directly in your application materials gives you an edge.

Which roles need Data Strategy/Governance most:

Data Science / ML positions drive 67% of demand. Data Analysis also frequently list Data Strategy/Governance as a requirement. Skills commonly paired with Data Strategy/Governance include AI/ML Products and LLMs/RAG.

Depth Level Distribution

Proficiency Distribution

How candidates match Data Strategy/Governance requirements across 3 scored evaluations

L0 — Missing

0% (0)

L1 — Minimal

33% (1)

DOMINANT

L2 — Basic

33% (1)

L3 — Proficient

33% (1)

L4 — Advanced

0% (0)

L5 — Expert

0% (0)

Average depth: L2.0·Median depth: L2.0

Salary Correlation

Pay Impact

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

Without Data Strategy/Governance

$140K

Median $133K

1235 jobs

Estimate salary for a specific role

Skill Demand Insight

“Data Strategy/Governance 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 Strategy/Governance

AI/ML ProductsTOP

33%

co-occurrence

LLMs/RAGTOP

33%

co-occurrence

Product Management ExperienceTOP

33%

co-occurrence

Enterprise Software

33%

co-occurrence

Cloud Services

33%

co-occurrence

Computer Science Degree

33%

co-occurrence

Communication & Leadership

33%

co-occurrence

data-analytics-ai-ml-products

33%

co-occurrence

Role Breakdown

Top Role Categories

Job categories most likely to require Data Strategy/Governance

1Data Science / ML

67%

2Data Analysis

33%

Gap Analysis

Gap Rate Explained

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

33%

Moderate gap rate — many candidates lack this skill

When Data Strategy/Governance appears in a job's requirements, 33% 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 Strategy/Governance in demand in 2026?

Yes. Data Strategy/Governance appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 3 analyzed jobs, demand is steady across multiple role types.

What level of Data Strategy/Governance do most jobs require?

The median required depth is L2. Many positions accept basic to intermediate proficiency.

Does knowing Data Strategy/Governance increase salary?

Salary data for Data Strategy/Governance is still accumulating.

What other skills pair with Data Strategy/Governance?

The most common pairings are AI/ML Products, LLMs/RAG, Product Management Experience, Enterprise Software, Cloud Services. Strengthening these alongside Data Strategy/Governance improves your fit across more positions.

What roles need Data Strategy/Governance the most?

Top roles: Data Science / ML, Data Analysis. Data Science / ML positions have the highest demand at 67% of all Data Strategy/Governance jobs.

How do I improve my Data Strategy/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 Strategy/Governance job requirements

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