Skill Demand Index
Based on 5 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.2%
Demand Rate
L1
Median Depth
100%
Gap Rate
5
Jobs Analyzed
Minimal
Most employers want dbt Experience at introductory awareness.
Overview
Market context for dbt Experience in the current job market
dbt Experience is required in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for dbt Experience typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for dbt Experience:
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 dbt Experience 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 dbt Experience at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need dbt Experience most:
Data Analysis positions drive 40% of demand. Software Engineering and Other also frequently list dbt Experience as a requirement. Skills commonly paired with dbt Experience include SQL proficiency.
Depth Level Distribution
How candidates match dbt Experience requirements across 5 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
How dbt Experience affects compensation based on postings with disclosed salary data
Without dbt Experience
$137K
Median $130K
452 jobs
Skill Demand Insight
“dbt Experience appears in 0.2% of all scored jobs.”
From 5 scored job postings
Skill Pairings
Other skills that frequently appear alongside dbt Experience
Role Breakdown
Job categories most likely to require dbt Experience
Gap Analysis
How often dbt Experience is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When dbt Experience appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Yes. dbt Experience appears in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 5 analyzed jobs, demand is steady across multiple role types.
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Salary data for dbt Experience is still accumulating.
The most common pairings are SQL proficiency, SQL experience, Data Models Design, Marketing Data Understanding, Data Sources. Strengthening these alongside dbt Experience improves your fit across more positions.
Top roles: Data Analysis, Software Engineering, Other. Data Analysis positions have the highest demand at 40% of all dbt Experience 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 dbt Experience job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my dbt Experience gaps →See how your depth compares to what employers actually require
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