Skill Demand Index
SQL & dbt — 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
Minimal
Most employers want SQL & dbt at introductory awareness.
Overview
What is SQL & dbt?
Market context for SQL & dbt in the current job market
SQL & dbt is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for SQL & dbt typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for SQL & dbt:
- •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 Data Analysis roles — 100% of all SQL & dbt jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with SQL & dbt — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used SQL & dbt 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 SQL & dbt at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need SQL & dbt most:
Data Analysis positions drive 100% of demand. Skills commonly paired with SQL & dbt include Bachelor's degree in analytical field and advanced-analytical-skill.
Depth Level Distribution
Proficiency Distribution
How candidates match SQL & dbt requirements across 2 scored evaluations
Average depth: L2.0·Median depth: L2.0
Salary Correlation
Pay Impact
How SQL & dbt affects compensation based on postings with disclosed salary data
Without SQL & dbt
$141K
Median $133K
1229 jobs
Skill Demand Insight
“SQL & dbt appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside SQL & dbt
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
Gap Analysis
Gap Rate Explained
How often SQL & dbt is identified as a skill gap (L0–L1) in scored applications
Moderate gap rate — many candidates lack this skill
When SQL & dbt appears in a job's requirements, 50% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against SQL & dbt job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my SQL & dbt gaps →See how your depth compares to what employers actually require
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