Skill Demand Index
ETL — 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
L3
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Proficient
Most employers want ETL at hands-on daily use, not textbook knowledge.
Overview
What is ETL?
Market context for ETL in the current job market
ETL is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for ETL typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for ETL:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L3 depth — hands-on proficiency, not surface awareness
- •Most demand comes from Software Engineering roles — 50% of all ETL jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with ETL without needing supervision or constant guidance.
This means employers aren't looking for someone who has used ETL 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 0% means most candidates have adequate ETL proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need ETL most:
Software Engineering positions drive 50% of demand. Data Analysis also frequently list ETL as a requirement. Skills commonly paired with ETL include Computer Science Degree and SQL and Databases.
Depth Level Distribution
Proficiency Distribution
How candidates match ETL requirements across 2 scored evaluations
Average depth: L3.0·Median depth: L3.0
Salary Correlation
Pay Impact
How ETL affects compensation based on postings with disclosed salary data
Without ETL
$141K
Median $133K
1238 jobs
Skill Demand Insight
“ETL appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside ETL
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require ETL
Gap Analysis
Gap Rate Explained
How often ETL is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When ETL appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against ETL job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my ETL gaps →See how your depth compares to what employers actually require
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