Skill Demand Index
Problem Solving — Demand & Depth Analysis
Based on 72 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
1.4%
Demand Rate
L5
Median Depth
1%
Gap Rate
72
Jobs Analyzed
Expert
Most employers want Problem Solving at architect level, not just familiarity.
Overview
What is Problem Solving?
Market context for Problem Solving in the current job market
Problem Solving is required in 1.4% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Problem Solving typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Problem Solving:
- •Required in 1.4% 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 Other roles — 57% of all Problem Solving jobs
- •Median salary for roles requiring Problem Solving: $105K vs $134K for roles that don't — a $38K difference
What L5 means in practice:
L5 (Expert) means the employer expects someone who can architect systems around Problem Solving, 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 Problem Solving 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 1% means most candidates have adequate Problem Solving proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Problem Solving most:
Other positions drive 57% of demand. Data Analysis and Project Management also frequently list Problem Solving as a requirement. Skills commonly paired with Problem Solving include Communication Skills and Bachelor's Degree.
Depth Level Distribution
Proficiency Distribution
How candidates match Problem Solving requirements across 72 scored evaluations
Average depth: L4.5·Median depth: L5.0
Salary Correlation
Pay Impact
How Problem Solving affects compensation based on postings with disclosed salary data
With Problem Solving
$103K
Median $105K
10 jobs
Without Problem Solving
$141K
Median $134K
1226 jobs
↓ $38K lower
for roles requiring Problem Solving
Skill Demand Insight
“Problem Solving appears in 1.4% of all scored jobs.”
From 72 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Problem Solving
Role Breakdown
Top Role Categories
Job categories most likely to require Problem Solving
Gap Analysis
Gap Rate Explained
How often Problem Solving is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Problem Solving appears in a job's requirements, 1% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against Problem Solving job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Problem Solving gaps →See how your depth compares to what employers actually require
All Skills · Roles · Companies · Browse Jobs