Skill Demand Index
Based on 92 scored job postings out of 2,381 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
3.9%
Demand Rate
L4
Median Depth
1.1%
Gap Rate
92
Jobs Analyzed
Advanced
Most employers want Analytics at lead-level proficiency, not surface awareness.
Overview
Market context for Analytics in the current job market
Analytics is required in 3.9% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Analytics typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Analytics:
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 Analytics on their team.
This means employers aren't looking for someone who has used Analytics 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 1.1% means most candidates have adequate Analytics proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Analytics most:
Marketing positions drive 66% of demand. Other and Data Analysis also frequently list Analytics as a requirement.
Depth Level Distribution
How candidates match Analytics requirements across 92 scored evaluations
Average depth: L4.1·Median depth: L4.0
Salary Correlation
How Analytics affects compensation based on postings with disclosed salary data
With Analytics
$158K
Median $150K
18 jobs
Without Analytics
$136K
Median $128K
427 jobs
↑ $22K higher
for roles requiring Analytics
Skill Demand Insight
“Analytics appears in 3.9% of all scored jobs.”
From 92 scored job postings
Skill Pairings
Other skills that frequently appear alongside Analytics
Role Breakdown
Job categories most likely to require Analytics
Gap Analysis
How often Analytics is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Analytics appears in a job's requirements, 1.1% of scored applicants received an L0 or L1 (missing or minimal).
Yes. Analytics appears in 3.9% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 92 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.
Jobs requiring Analytics pay +$22K more on average. This salary premium makes it a high-value skill to develop.
The most common pairings are Digital Marketing, SEO, Marketing Strategy, E-commerce, Communication. Strengthening these alongside Analytics improves your fit across more positions.
Top roles: Marketing, Other, Data Analysis, Data Science / ML. Marketing positions have the highest demand at 66% of all Analytics 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 Analytics job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Analytics gaps →See how your depth compares to what employers actually require
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