Skill Demand Index
Data and Analytics — Demand & Depth Analysis
Based on 2 scored job postings out of 4,989 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L3
Median Depth
0%
Gap Rate
2
Jobs Analyzed
Basic
Most employers want Data and Analytics at basic competency with practical application.
Overview
What is Data and Analytics?
Market context for Data and Analytics in the current job market
Data and Analytics is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data and Analytics typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data and Analytics:
- •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L3 depth — hands-on proficiency, not surface awareness
- •Most demand comes from Data Analysis roles — 100% of all Data and Analytics jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Data and Analytics without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Data and 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 Data and Analytics proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data and Analytics most:
Data Analysis positions drive 100% of demand. Skills commonly paired with Data and Analytics include Salesforce Experience and B2B SaaS Experience.
Depth Level Distribution
Proficiency Distribution
How candidates match Data and Analytics requirements across 2 scored evaluations
Average depth: L3.0·Median depth: L3.0
Salary Correlation
Pay Impact
How Data and Analytics affects compensation based on postings with disclosed salary data
Without Data and Analytics
$140K
Median $131K
1365 jobs
Skill Demand Insight
“Data and Analytics appears in 0% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data and Analytics
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
Top Role Categories
Job categories most likely to require Data and Analytics
Gap Analysis
Gap Rate Explained
How often Data and Analytics is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data and 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 Data and Analytics job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data and Analytics gaps →See how your depth compares to what employers actually require
All Skills · Roles · Companies · Browse Jobs