Skill Demand Index
Engineering/Technical Background — Demand & Depth Analysis
Based on 3 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L1
Median Depth
100%
Gap Rate
3
Jobs Analyzed
Minimal
Most employers want Engineering/Technical Background at introductory awareness.
Overview
What is Engineering/Technical Background?
Market context for Engineering/Technical Background in the current job market
Engineering/Technical Background is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Engineering/Technical Background typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Engineering/Technical Background:
- •Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L1 depth — foundational knowledge with practical application
- •Most demand comes from Other roles — 67% of all Engineering/Technical Background jobs
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 Engineering/Technical Background 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 Engineering/Technical Background at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Engineering/Technical Background most:
Other positions drive 67% of demand. Marketing also frequently list Engineering/Technical Background as a requirement. Skills commonly paired with Engineering/Technical Background include executive-communication-stakeholder-management and pmo-npi-leadership.
Depth Level Distribution
Proficiency Distribution
How candidates match Engineering/Technical Background requirements across 3 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How Engineering/Technical Background affects compensation based on postings with disclosed salary data
Without Engineering/Technical Background
$140K
Median $133K
1236 jobs
Skill Demand Insight
“Engineering/Technical Background appears in 0.1% of all scored jobs.”
From 3 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Engineering/Technical Background
67%
co-occurrence
67%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Engineering/Technical Background
Gap Analysis
Gap Rate Explained
How often Engineering/Technical Background is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When Engineering/Technical Background appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
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