Skill Demand Index
Analytical/Data Skills — Demand & Depth Analysis
Based on 3 scored job postings out of 4,698 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L1
Median Depth
66.7%
Gap Rate
3
Jobs Analyzed
Minimal
Most employers want Analytical/Data Skills at introductory awareness.
Overview
What is Analytical/Data Skills?
Market context for Analytical/Data Skills in the current job market
Analytical/Data Skills 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/Data Skills typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Analytical/Data Skills:
- •Required in 0.1% 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 Marketing roles — 100% of all Analytical/Data Skills 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 Analytical/Data Skills 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 66.7% means most applicants lack Analytical/Data Skills at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Analytical/Data Skills most:
Marketing positions drive 100% of demand. Skills commonly paired with Analytical/Data Skills include Project Management and Product Marketing Experience.
Depth Level Distribution
Proficiency Distribution
How candidates match Analytical/Data Skills requirements across 3 scored evaluations
Average depth: L1.7·Median depth: L1.0
Salary Correlation
Pay Impact
How Analytical/Data Skills affects compensation based on postings with disclosed salary data
Without Analytical/Data Skills
$139K
Median $131K
1262 jobs
Skill Demand Insight
“Analytical/Data Skills appears in 0.1% of all scored jobs.”
From 3 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Analytical/Data Skills
100%
co-occurrence
67%
co-occurrence
67%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
33%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Analytical/Data Skills
Gap Analysis
Gap Rate Explained
How often Analytical/Data Skills is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When Analytical/Data Skills appears in a job's requirements, 66.7% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Analytical/Data Skills in demand in 2026?
Yes. Analytical/Data Skills appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 3 analyzed jobs, demand is steady across multiple role types.
What level of Analytical/Data Skills do most jobs require?
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Does knowing Analytical/Data Skills increase salary?
Salary data for Analytical/Data Skills is still accumulating.
What other skills pair with Analytical/Data Skills?
The most common pairings are Project Management, Product Marketing Experience, Product-led Growth, Demand Generation, Fintech/Logistics Industry. Strengthening these alongside Analytical/Data Skills improves your fit across more positions.
What roles need Analytical/Data Skills the most?
Top roles: Marketing. Marketing positions have the highest demand at 100% of all Analytical/Data Skills jobs.
How do I improve my Analytical/Data Skills level?
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/Data Skills job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Analytical/Data Skills gaps →See how your depth compares to what employers actually require
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