Skill Demand Index
Based on 2 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L2
Median Depth
50%
Gap Rate
2
Jobs Analyzed
Minimal
Most employers want Database design at introductory awareness.
Overview
Market context for Database design in the current job market
Database design is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Database design typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Database design:
What L2 means in practice:
L2 (Basic) means you’ve built small things with Database design — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used Database design 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 50% means most applicants lack Database design at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Database design most:
Software Engineering positions drive 50% of demand. Marketing also frequently list Database design as a requirement. Skills commonly paired with Database design include E-commerce and Node.js.
Depth Level Distribution
How candidates match Database design requirements across 2 scored evaluations
Average depth: L2.0·Median depth: L2.0
Salary Correlation
How Database design affects compensation based on postings with disclosed salary data
Without Database design
$137K
Median $130K
454 jobs
Skill Demand Insight
“Database design appears in 0.1% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Other skills that frequently appear alongside Database design
Role Breakdown
Job categories most likely to require Database design
Gap Analysis
How often Database design is identified as a skill gap (L0–L1) in scored applications
Moderate gap rate — many candidates lack this skill
When Database design appears in a job's requirements, 50% of scored applicants received an L0 or L1 (missing or minimal).
Yes. Database design appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 2 analyzed jobs, demand is steady across multiple role types.
The median required depth is L2. Many positions accept basic to intermediate proficiency.
Salary data for Database design is still accumulating.
The most common pairings are E-commerce, Node.js, React, API, Shopify App Development. Strengthening these alongside Database design improves your fit across more positions.
Top roles: Software Engineering, Marketing. Software Engineering positions have the highest demand at 50% of all Database design jobs.
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 Database design job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Database design gaps →See how your depth compares to what employers actually require
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