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Skill Demand Index

Database — 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

L2

Median Depth

50%

Gap Rate

2

Jobs Analyzed

L150% of postings

Minimal

Most employers want Database at introductory awareness.

Overview

What is Database?

Market context for Database in the current job market

Database is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Database typically want candidates who can demonstrate real proficiency, not just surface awareness.

What the data shows for Database:

  • •Required in 0% 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 Software Engineering roles — 100% of all Database jobs

What L2 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 Database 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 at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.

Which roles need Database most:

Software Engineering positions drive 100% of demand. Skills commonly paired with Database include Relevant Exp. and Frontend Frameworks.

Depth Level Distribution

Proficiency Distribution

How candidates match Database requirements across 2 scored evaluations

L0 — Missing
0% (0)
L1 — Minimal
50% (1)
DOMINANT
L2 — Basic
50% (1)
L3 — Proficient
0% (0)
L4 — Advanced
0% (0)
L5 — Expert
0% (0)

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

Salary Correlation

Pay Impact

How Database affects compensation based on postings with disclosed salary data

Without Database

$141K

Median $133K

1235 jobs

Skill Demand Insight

“Database appears in 0% of all scored jobs.”

From 2 scored job postings

Skill Pairings

Commonly Paired Skills

Other skills that frequently appear alongside Database

Role Breakdown

Top Role Categories

Job categories most likely to require Database

Gap Analysis

Gap Rate Explained

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

50%

Moderate gap rate — many candidates lack this skill

When Database appears in a job's requirements, 50% 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 Database in demand in 2026?

Yes. Database appears in 0% 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.

What level of Database do most jobs require?

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

Does knowing Database increase salary?

Salary data for Database is still accumulating.

What other skills pair with Database?

The most common pairings are Relevant Exp., Frontend Frameworks, Backend/APIs, Distributed Systems, AI/Machine Learning. Strengthening these alongside Database improves your fit across more positions.

What roles need Database the most?

Top roles: Software Engineering. Software Engineering positions have the highest demand at 100% of all Database jobs.

How do I improve my Database 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 Database job requirements

ShouldApply scores your profile against each skill at the depth level jobs actually need.

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