Skill Demand Index
SQL, data modeling, databases — Demand & Depth Analysis
Based on 1 scored job postings out of 4,994 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L1
Median Depth
100%
Gap Rate
1
Jobs Analyzed
Minimal
Most employers want SQL, data modeling, databases at introductory awareness.
Overview
What is SQL, data modeling, databases?
Market context for SQL, data modeling, databases in the current job market
SQL, data modeling, databases is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for SQL, data modeling, databases typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for SQL, data modeling, databases:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L1 depth — foundational knowledge with practical application
- •Most demand comes from Data Analysis roles — 100% of all SQL, data modeling, databases jobs
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 SQL, data modeling, databases 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 100% means most applicants lack SQL, data modeling, databases at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need SQL, data modeling, databases most:
Data Analysis positions drive 100% of demand. Skills commonly paired with SQL, data modeling, databases include Lead & mentor data team and Bachelor's Degree.
Depth Level Distribution
Proficiency Distribution
How candidates match SQL, data modeling, databases requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How SQL, data modeling, databases affects compensation based on postings with disclosed salary data
Without SQL, data modeling, databases
$141K
Median $135K
1338 jobs
Skill Demand Insight
“SQL, data modeling, databases appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside SQL, data modeling, databases
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require SQL, data modeling, databases
Gap Analysis
Gap Rate Explained
How often SQL, data modeling, databases is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When SQL, data modeling, databases appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against SQL, data modeling, databases job requirements
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