Skill Demand Index
Data Analytics & Insights — Demand & Depth Analysis
Based on 2 scored job postings out of 4,699 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L5
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Expert
Most employers want Data Analytics & Insights at architect level, not just familiarity.
Overview
What is Data Analytics & Insights?
Market context for Data Analytics & Insights in the current job market
Data Analytics & Insights is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analytics & Insights typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analytics & Insights:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L5 depth — architect-level, not just familiarity
- •Most demand comes from Data Analysis roles — 50% of all Data Analytics & Insights jobs
What L5 means in practice:
L5 (Expert) means the employer expects someone who can architect systems around Data Analytics & Insights, mentor teams, and make strategic decisions. This goes well beyond "I’ve used it before."
This means employers aren't looking for someone who has used Data Analytics & Insights 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 Data Analytics & Insights proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analytics & Insights most:
Data Analysis positions drive 50% of demand. Marketing also frequently list Data Analytics & Insights as a requirement. Skills commonly paired with Data Analytics & Insights include Bachelor's degree and Amazon Vendor Central Experience.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Analytics & Insights requirements across 2 scored evaluations
Average depth: L5.0·Median depth: L5.0
Salary Correlation
Pay Impact
How Data Analytics & Insights affects compensation based on postings with disclosed salary data
Without Data Analytics & Insights
$140K
Median $131K
1266 jobs
Skill Demand Insight
“Data Analytics & Insights appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Analytics & Insights
100%
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
Top Role Categories
Job categories most likely to require Data Analytics & Insights
Gap Analysis
Gap Rate Explained
How often Data Analytics & Insights is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analytics & Insights appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Data Analytics & Insights in demand in 2026?
Yes. Data Analytics & Insights appears in 0% 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.
What level of Data Analytics & Insights do most jobs require?
The median required depth is L5. Most employers want advanced proficiency — candidates who can lead projects and optimize processes.
Does knowing Data Analytics & Insights increase salary?
Salary data for Data Analytics & Insights is still accumulating.
What other skills pair with Data Analytics & Insights?
The most common pairings are Bachelor's degree, Amazon Vendor Central Experience, E-commerce Growth, SEO & Content Optimization, Forecasting. Strengthening these alongside Data Analytics & Insights improves your fit across more positions.
What roles need Data Analytics & Insights the most?
Top roles: Data Analysis, Marketing. Data Analysis positions have the highest demand at 50% of all Data Analytics & Insights jobs.
How do I improve my Data Analytics & Insights 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 Data Analytics & Insights job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Analytics & Insights gaps →See how your depth compares to what employers actually require
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