Skill Demand Index
Automated testing — Demand & Depth Analysis
Based on 5 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L3
Median Depth
0%
Gap Rate
5
Jobs Analyzed
Proficient
Most employers want Automated testing at hands-on daily use, not textbook knowledge.
Overview
What is Automated testing?
Market context for Automated testing in the current job market
Automated testing is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Automated testing typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Automated testing:
- •Required in 0.1% 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 — 100% of all Automated testing jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Automated testing without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Automated testing 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 Automated testing proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Automated testing most:
Software Engineering positions drive 100% of demand. Skills commonly paired with Automated testing include Ruby on Rails and Writing tests/rubrics/evaluation criteria.
Depth Level Distribution
Proficiency Distribution
How candidates match Automated testing requirements across 5 scored evaluations
Average depth: L3.2·Median depth: L3.0
Salary Correlation
Pay Impact
How Automated testing affects compensation based on postings with disclosed salary data
Without Automated testing
$143K
Median $135K
1313 jobs
Skill Demand Insight
“Automated testing appears in 0.1% of all scored jobs.”
From 5 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Automated testing
40%
co-occurrence
20%
co-occurrence
20%
co-occurrence
20%
co-occurrence
20%
co-occurrence
20%
co-occurrence
20%
co-occurrence
20%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Automated testing
Gap Analysis
Gap Rate Explained
How often Automated testing is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Automated testing 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 Automated testing job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Automated testing gaps →See how your depth compares to what employers actually require
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