Skill Demand Index
Attribution Modeling — 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
20%
Gap Rate
5
Jobs Analyzed
Proficient
Most employers want Attribution Modeling at hands-on daily use, not textbook knowledge.
Overview
What is Attribution Modeling?
Market context for Attribution Modeling in the current job market
Attribution Modeling is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Attribution Modeling typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Attribution Modeling:
- •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 Data Analysis roles — 60% of all Attribution Modeling jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Attribution Modeling without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Attribution 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 20% means most candidates have adequate Attribution Modeling proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Attribution Modeling most:
Data Analysis positions drive 60% of demand. Marketing and Data Science / ML also frequently list Attribution Modeling as a requirement. Skills commonly paired with Attribution Modeling include Marketing Analytics and SQL.
Depth Level Distribution
Proficiency Distribution
How candidates match Attribution Modeling requirements across 5 scored evaluations
Average depth: L2.8·Median depth: L3.0
Salary Correlation
Pay Impact
How Attribution Modeling affects compensation based on postings with disclosed salary data
Without Attribution Modeling
$140K
Median $133K
1236 jobs
Skill Demand Insight
“Attribution Modeling appears in 0.1% of all scored jobs.”
From 5 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Attribution Modeling
40%
co-occurrence
40%
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 Attribution Modeling
Gap Analysis
Gap Rate Explained
How often Attribution Modeling is identified as a skill gap (L0–L1) in scored applications
Low gap rate — most candidates are reasonably qualified
When Attribution Modeling appears in a job's requirements, 20% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against Attribution Modeling job requirements
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Analyze my Attribution Modeling gaps →See how your depth compares to what employers actually require
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