Skill Demand Index
Data modeling skills — Demand & Depth Analysis
Based on 1 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
1
Jobs Analyzed
Proficient
Most employers want Data modeling skills at hands-on daily use, not textbook knowledge.
Overview
What is Data modeling skills?
Market context for Data modeling skills in the current job market
Data modeling skills is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data modeling skills typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data modeling skills:
- •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 Data Analysis roles — 100% of all Data modeling skills jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Data modeling skills without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Data modeling skills 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 modeling skills proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data modeling skills most:
Data Analysis positions drive 100% of demand. Skills commonly paired with Data modeling skills include E-commerce analytics and Data Analyst Experience.
Depth Level Distribution
Proficiency Distribution
How candidates match Data modeling skills requirements across 1 scored evaluations
Average depth: L3.0·Median depth: L3.0
Salary Correlation
Pay Impact
How Data modeling skills affects compensation based on postings with disclosed salary data
Without Data modeling skills
$140K
Median $133K
1236 jobs
Skill Demand Insight
“Data modeling skills appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data modeling skills
Role Breakdown
Top Role Categories
Job categories most likely to require Data modeling skills
Gap Analysis
Gap Rate Explained
How often Data modeling skills is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data modeling skills 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 modeling skills job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data modeling skills gaps →See how your depth compares to what employers actually require
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