Skill Demand Index
Analytics — Demand & Depth Analysis
Based on 58 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
1.2%
Demand Rate
L4
Median Depth
0%
Gap Rate
58
Jobs Analyzed
Advanced
Most employers want Analytics at lead-level proficiency, not surface awareness.
Overview
What is Analytics?
Market context for Analytics in the current job market
Analytics is required in 1.2% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Analytics typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Analytics:
- •Required in 1.2% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L4 depth — architect-level, not just familiarity
- •Most demand comes from Marketing roles — 48% of all Analytics jobs
- •Median salary for roles requiring Analytics: $150K vs $133K for roles that don't — a $4K difference
What L4 means in practice:
L4 (Advanced) means solving hard problems, optimizing workflows, and mentoring others. Employers want someone who can be the go-to person for Analytics on their team.
This means employers aren't looking for someone who has used Analytics 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 Analytics proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Analytics most:
Marketing positions drive 48% of demand. Other and Data Analysis also frequently list Analytics as a requirement. Skills commonly paired with Analytics include Digital Marketing and SEO.
Depth Level Distribution
Proficiency Distribution
How candidates match Analytics requirements across 58 scored evaluations
Average depth: L4.1·Median depth: L4.0
Salary Correlation
Pay Impact
How Analytics affects compensation based on postings with disclosed salary data
With Analytics
$145K
Median $150K
9 jobs
Without Analytics
$141K
Median $133K
1220 jobs
↑ $4K higher
for roles requiring Analytics
Skill Demand Insight
“Analytics appears in 1.2% of all scored jobs.”
From 58 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Analytics
Role Breakdown
Top Role Categories
Job categories most likely to require Analytics
Gap Analysis
Gap Rate Explained
How often Analytics is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Analytics appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against Analytics job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Analytics gaps →See how your depth compares to what employers actually require
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