Skill Demand Index
Based on 1 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L5
Median Depth
0%
Gap Rate
1
Jobs Analyzed
Expert
Most employers want Data Skills at architect level, not just familiarity.
Overview
Market context for Data Skills in the current job market
Data Skills is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Skills typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Data Skills:
What L5 means in practice:
L5 (Expert) means the employer expects someone who can architect systems around Data Skills, 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 Data Skills 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 Skills proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Data Skills most:
Other positions drive 100% of demand. Skills commonly paired with Data Skills include Communication and Facilitation Skills and Analytical Mindset.
Depth Level Distribution
How candidates match Data Skills requirements across 1 scored evaluations
Average depth: L5.0·Median depth: L5.0
Salary Correlation
How Data Skills affects compensation based on postings with disclosed salary data
Without Data Skills
$137K
Median $130K
454 jobs
Skill Demand Insight
“Data Skills appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside Data Skills
Gap Analysis
How often Data Skills is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Data Skills appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Yes. Data Skills 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.
The median required depth is L5. Most employers want advanced proficiency — candidates who can lead projects and optimize processes.
Salary data for Data Skills is still accumulating.
The most common pairings are Communication and Facilitation Skills, Analytical Mindset, Customer-Facing SaaS Role, Project Management Skills, Research Experience. Strengthening these alongside Data Skills improves your fit across more positions.
Top roles: Other. Other positions have the highest demand at 100% of all Data Skills 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 Skills job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Data Skills gaps →See how your depth compares to what employers actually require
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