Skill Demand Index
Based on 2 scored job postings out of 2,412 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L4
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Proficient
Most employers want Analytical Chops at hands-on daily use, not textbook knowledge.
Overview
Market context for Analytical Chops in the current job market
Analytical Chops is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Analytical Chops typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Analytical Chops:
What L4 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Analytical Chops without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Analytical Chops 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 0% means most candidates have adequate Analytical Chops proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Analytical Chops most:
Marketing positions drive 100% of demand. Skills commonly paired with Analytical Chops include Growth Marketing and Writing compelling copy.
Depth Level Distribution
How candidates match Analytical Chops requirements across 2 scored evaluations
Average depth: L3.5·Median depth: L3.5
Salary Correlation
How Analytical Chops affects compensation based on postings with disclosed salary data
Without Analytical Chops
$137K
Median $130K
449 jobs
Skill Demand Insight
“Analytical Chops appears in 0.1% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Other skills that frequently appear alongside Analytical Chops
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
50%
co-occurrence
Role Breakdown
Job categories most likely to require Analytical Chops
Gap Analysis
How often Analytical Chops is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Analytical Chops appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. Analytical Chops appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 2 analyzed jobs, demand is steady across multiple role types.
The median required depth is L4. Most roles expect intermediate competency — independent work without supervision.
Salary data for Analytical Chops is still accumulating.
The most common pairings are Growth Marketing, Writing compelling copy, Experimentation, Technical Buyer Marketing, Data Analytics/Databases/AI Familiarity. Strengthening these alongside Analytical Chops improves your fit across more positions.
Top roles: Marketing. Marketing positions have the highest demand at 100% of all Analytical Chops 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 Analytical Chops job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Analytical Chops gaps →See how your depth compares to what employers actually require
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