Skill Demand Index
Quantitative Analysis — Demand & Depth Analysis
Based on 3 scored job postings out of 4,064 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L4
Median Depth
0%
Gap Rate
3
Jobs Analyzed
Advanced
Most employers want Quantitative Analysis at lead-level proficiency, not surface awareness.
Overview
What is Quantitative Analysis?
Market context for Quantitative Analysis in the current job market
Quantitative Analysis is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Quantitative Analysis typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Quantitative Analysis:
- •Required in 0.1% 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 — 33% of all Quantitative Analysis jobs
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 Quantitative Analysis on their team.
This means employers aren't looking for someone who has used Quantitative Analysis 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 Quantitative Analysis proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Quantitative Analysis most:
Marketing positions drive 33% of demand. Other and Data Analysis also frequently list Quantitative Analysis as a requirement. Skills commonly paired with Quantitative Analysis include Excel or Google Sheets and Bachelor's Degree.
Depth Level Distribution
Proficiency Distribution
How candidates match Quantitative Analysis requirements across 3 scored evaluations
Average depth: L3.7·Median depth: L4.0
Salary Correlation
Pay Impact
How Quantitative Analysis affects compensation based on postings with disclosed salary data
Without Quantitative Analysis
$139K
Median $131K
1101 jobs
Skill Demand Insight
“Quantitative Analysis appears in 0.1% of all scored jobs.”
From 3 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Quantitative Analysis
33%
co-occurrence
33%
co-occurrence
33%
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 Quantitative Analysis
Gap Analysis
Gap Rate Explained
How often Quantitative Analysis is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Quantitative Analysis appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Quantitative Analysis in demand in 2026?
Yes. Quantitative Analysis 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 Quantitative Analysis do most jobs require?
The median required depth is L4. Most employers want advanced proficiency — candidates who can lead projects and optimize processes.
Does knowing Quantitative Analysis increase salary?
Salary data for Quantitative Analysis is still accumulating.
What other skills pair with Quantitative Analysis?
The most common pairings are Excel or Google Sheets, Bachelor's Degree, Logical Reasoning, Financial Modeling, SQL, Python, and / or Tableau. Strengthening these alongside Quantitative Analysis improves your fit across more positions.
What roles need Quantitative Analysis the most?
Top roles: Marketing, Other, Data Analysis. Marketing positions have the highest demand at 33% of all Quantitative Analysis jobs.
How do I improve my Quantitative Analysis 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 Quantitative Analysis job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Quantitative Analysis gaps →See how your depth compares to what employers actually require
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