Skill Demand Index
Predictive Modeling — Demand & Depth Analysis
Based on 9 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.2%
Demand Rate
L2
Median Depth
44%
Gap Rate
9
Jobs Analyzed
Minimal
Most employers want Predictive Modeling at introductory awareness.
Overview
What is Predictive Modeling?
Market context for Predictive Modeling in the current job market
Predictive Modeling is required in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Predictive Modeling typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Predictive Modeling:
- •Required in 0.2% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L2 depth — foundational knowledge with practical application
- •Most demand comes from Data Science / ML roles — 44% of all Predictive Modeling jobs
What L2 means in practice:
L2 (Basic) means you’ve built small things with Predictive Modeling — personal projects or bootcamp work. Employers accept this for junior roles.
This means employers aren't looking for someone who has used Predictive Modeling 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 44% means most applicants lack Predictive Modeling at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Predictive Modeling most:
Data Science / ML positions drive 44% of demand. Data Analysis and Marketing also frequently list Predictive Modeling as a requirement. Skills commonly paired with Predictive Modeling include SQL and Data Science Experience.
Depth Level Distribution
Proficiency Distribution
How candidates match Predictive Modeling requirements across 9 scored evaluations
Average depth: L1.8·Median depth: L2.0
Salary Correlation
Pay Impact
How Predictive Modeling affects compensation based on postings with disclosed salary data
Without Predictive Modeling
$140K
Median $133K
1226 jobs
Skill Demand Insight
“Predictive Modeling appears in 0.2% of all scored jobs.”
From 9 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Predictive Modeling
Role Breakdown
Top Role Categories
Job categories most likely to require Predictive Modeling
Gap Analysis
Gap Rate Explained
How often Predictive Modeling is identified as a skill gap (L0–L1) in scored applications
Moderate gap rate — many candidates lack this skill
When Predictive Modeling appears in a job's requirements, 44% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against Predictive Modeling job requirements
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