Skill Demand Index
Modern analytics tooling — Demand & Depth Analysis
Based on 1 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
1
Jobs Analyzed
Proficient
Most employers want Modern analytics tooling at hands-on daily use, not textbook knowledge.
Overview
What is Modern analytics tooling?
Market context for Modern analytics tooling in the current job market
Modern analytics tooling is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Modern analytics tooling typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Modern analytics tooling:
- •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 Other roles — 100% of all Modern analytics tooling jobs
What L3 means in practice:
L3 (Proficient) means daily professional use. You should be able to work independently with Modern analytics tooling without needing supervision or constant guidance.
This means employers aren't looking for someone who has used Modern analytics tooling 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 Modern analytics tooling proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Modern analytics tooling most:
Other positions drive 100% of demand. Skills commonly paired with Modern analytics tooling include Translating business problems to insights and Bachelor’s degree in related field.
Depth Level Distribution
Proficiency Distribution
How candidates match Modern analytics tooling requirements across 1 scored evaluations
Average depth: L3.0·Median depth: L3.0
Salary Correlation
Pay Impact
How Modern analytics tooling affects compensation based on postings with disclosed salary data
Without Modern analytics tooling
$140K
Median $131K
1366 jobs
Skill Demand Insight
“Modern analytics tooling appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Modern analytics tooling
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Modern analytics tooling
Gap Analysis
Gap Rate Explained
How often Modern analytics tooling is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Modern analytics tooling 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 Modern analytics tooling job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Modern analytics tooling gaps →See how your depth compares to what employers actually require
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