Skill Demand Index
Based on 5 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.2%
Demand Rate
L3
Median Depth
20%
Gap Rate
5
Jobs Analyzed
Advanced
Most employers want Attribution Modeling at lead-level proficiency, not surface awareness.
Overview
Market context for Attribution Modeling in the current job market
Attribution 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 Attribution Modeling typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Attribution Modeling:
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:
Marketing positions drive 60% of demand. Data Analysis also frequently list Attribution Modeling as a requirement. Skills commonly paired with Attribution Modeling include Marketing Performance Reporting.
Depth Level Distribution
How candidates match Attribution Modeling requirements across 5 scored evaluations
Average depth: L2.8·Median depth: L3.0
Salary Correlation
How Attribution Modeling affects compensation based on postings with disclosed salary data
Without Attribution Modeling
$137K
Median $130K
454 jobs
Skill Demand Insight
“Attribution Modeling appears in 0.2% of all scored jobs.”
From 5 scored job postings
Skill Pairings
Other skills that frequently appear alongside Attribution Modeling
Role Breakdown
Job categories most likely to require Attribution Modeling
Gap Analysis
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).
Yes. Attribution Modeling appears in 0.2% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 5 analyzed jobs, demand is steady across multiple role types.
The median required depth is L3. Most roles expect intermediate competency — independent work without supervision.
Salary data for Attribution Modeling is still accumulating.
The most common pairings are Marketing Performance Reporting, Lead Flow Analysis, Marketing & Sales Understanding, SQL Queries, BigQuery. Strengthening these alongside Attribution Modeling improves your fit across more positions.
Top roles: Marketing, Data Analysis. Marketing positions have the highest demand at 60% of all Attribution Modeling jobs.
L1→L2: online courses and personal projects. L2→L3: daily professional use and shipped work. L3→L4: mentoring others and optimizing processes. L4→L5: architecture decisions, open source contributions, or published work.
See how you stack up against Attribution Modeling job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Attribution Modeling gaps →See how your depth compares to what employers actually require
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