Skill Demand Index
Data Science Industry Exp — Demand & Depth Analysis
Based on 1 scored job postings out of 4,995 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 Data Science Industry Exp at introductory awareness.
Overview
What is Data Science Industry Exp?
Market context for Data Science Industry Exp in the current job market
Data Science Industry Exp is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Science Industry Exp typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Science Industry Exp:
- •Required in 0% 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 Data Science / ML roles — 100% of all Data Science Industry Exp 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 Data Science Industry Exp 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 Data Science Industry Exp at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Data Science Industry Exp most:
Data Science / ML positions drive 100% of demand. Skills commonly paired with Data Science Industry Exp include Cross-functional Collaboration and E-commerce Ecosystem Understanding.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Science Industry Exp requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How Data Science Industry Exp affects compensation based on postings with disclosed salary data
Without Data Science Industry Exp
$140K
Median $133K
1235 jobs
Skill Demand Insight
“Data Science Industry Exp appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Science Industry Exp
Role Breakdown
Top Role Categories
Job categories most likely to require Data Science Industry Exp
Gap Analysis
Gap Rate Explained
How often Data Science Industry Exp is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When Data Science Industry Exp appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against Data Science Industry Exp job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Science Industry Exp gaps →See how your depth compares to what employers actually require
All Skills · Roles · Companies · Browse Jobs