Skill Demand Index
Based on 10 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.4%
Demand Rate
L4
Median Depth
0%
Gap Rate
10
Jobs Analyzed
Advanced
Most employers want Data Analysis and Reporting at lead-level proficiency, not surface awareness.
Overview
Market context for Data Analysis and Reporting in the current job market
Data Analysis and Reporting is required in 0.4% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Analysis and Reporting typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Analysis and Reporting:
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 and Reporting on their team.
This means employers aren't looking for someone who has used Data Analysis and Reporting 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 and Reporting proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Analysis and Reporting most:
Marketing positions drive 70% of demand. Other and HR / Recruiting also frequently list Data Analysis and Reporting as a requirement.
Depth Level Distribution
How candidates match Data Analysis and Reporting requirements across 10 scored evaluations
Average depth: L4.1·Median depth: L4.0
Salary Correlation
How Data Analysis and Reporting affects compensation based on postings with disclosed salary data
Without Data Analysis and Reporting
$137K
Median $130K
453 jobs
Skill Demand Insight
“Data Analysis and Reporting appears in 0.4% of all scored jobs.”
From 10 scored job postings
Skill Pairings
Other skills that frequently appear alongside Data Analysis and Reporting
Role Breakdown
Job categories most likely to require Data Analysis and Reporting
Gap Analysis
How often Data Analysis and Reporting is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Analysis and Reporting appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. Data Analysis and Reporting appears in 0.4% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 10 analyzed jobs, demand is steady across multiple role types.
The median required depth is L4. Most employers want advanced proficiency — candidates who can lead projects and optimize processes.
Salary data for Data Analysis and Reporting is still accumulating.
The most common pairings are SEO & PPC Oversight, B2B SaaS Experience, Hubspot, Email Marketing Strategy, Webinar Management. Strengthening these alongside Data Analysis and Reporting improves your fit across more positions.
Top roles: Marketing, Other, HR / Recruiting. Marketing positions have the highest demand at 70% of all Data Analysis and Reporting jobs.
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 and Reporting job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Analysis and Reporting gaps →See how your depth compares to what employers actually require
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