Skill Demand Index
Based on 1 scored job postings out of 2,412 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 ETL environments at introductory awareness.
Overview
Market context for ETL environments in the current job market
ETL environments is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for ETL environments typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for ETL environments:
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 ETL environments 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 ETL environments at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need ETL environments most:
Data Analysis positions drive 100% of demand. Skills commonly paired with ETL environments include Project Management and Dashboard Design.
Depth Level Distribution
How candidates match ETL environments requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
How ETL environments affects compensation based on postings with disclosed salary data
Without ETL environments
$137K
Median $130K
450 jobs
Skill Demand Insight
“ETL environments appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside ETL environments
Role Breakdown
Job categories most likely to require ETL environments
Gap Analysis
How often ETL environments is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When ETL environments appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Yes. ETL environments appears in 0% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 1 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 ETL environments is still accumulating.
The most common pairings are Project Management, Dashboard Design, Data Operations, Business Intelligence, SQL. Strengthening these alongside ETL environments improves your fit across more positions.
Top roles: Data Analysis. Data Analysis positions have the highest demand at 100% of all ETL environments 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 ETL environments job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my ETL environments gaps →See how your depth compares to what employers actually require
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