Skill Demand Index
Data Analysis (Spend/Market) — Demand & Depth Analysis
Based on 1 scored job postings out of 4,699 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L4
Median Depth
0%
Gap Rate
1
Jobs Analyzed
Advanced
Most employers want Data Analysis (Spend/Market) at lead-level proficiency, not surface awareness.
Overview
What is Data Analysis (Spend/Market)?
Market context for Data Analysis (Spend/Market) in the current job market
Data Analysis (Spend/Market) is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analysis (Spend/Market) typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analysis (Spend/Market):
- •Required in 0% 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 Software Engineering roles — 100% of all Data Analysis (Spend/Market) 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 Data Analysis (Spend/Market) on their team.
This means employers aren't looking for someone who has used Data Analysis (Spend/Market) 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 Analysis (Spend/Market) proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analysis (Spend/Market) most:
Software Engineering positions drive 100% of demand. Skills commonly paired with Data Analysis (Spend/Market) include Bachelor's degree and Contract Negotiation.
Depth Level Distribution
Proficiency Distribution
How candidates match Data Analysis (Spend/Market) requirements across 1 scored evaluations
Average depth: L4.0·Median depth: L4.0
Salary Correlation
Pay Impact
How Data Analysis (Spend/Market) affects compensation based on postings with disclosed salary data
Without Data Analysis (Spend/Market)
$140K
Median $131K
1266 jobs
Skill Demand Insight
“Data Analysis (Spend/Market) appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Data Analysis (Spend/Market)
Role Breakdown
Top Role Categories
Job categories most likely to require Data Analysis (Spend/Market)
Gap Analysis
Gap Rate Explained
How often Data Analysis (Spend/Market) is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analysis (Spend/Market) appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Data Analysis (Spend/Market) in demand in 2026?
Yes. Data Analysis (Spend/Market) appears in 0% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 1 analyzed jobs, demand is steady across multiple role types.
What level of Data Analysis (Spend/Market) 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 Data Analysis (Spend/Market) increase salary?
Salary data for Data Analysis (Spend/Market) is still accumulating.
What other skills pair with Data Analysis (Spend/Market)?
The most common pairings are Bachelor's degree, Contract Negotiation, Category Strategy & Planning, Supplier Relationship Management, Software Procurement. Strengthening these alongside Data Analysis (Spend/Market) improves your fit across more positions.
What roles need Data Analysis (Spend/Market) the most?
Top roles: Software Engineering. Software Engineering positions have the highest demand at 100% of all Data Analysis (Spend/Market) jobs.
How do I improve my Data Analysis (Spend/Market) 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 Analysis (Spend/Market) job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Analysis (Spend/Market) gaps →See how your depth compares to what employers actually require
All Skills · Roles · Companies · Browse Jobs