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Skill Demand Index

Data Collection Interest — Demand & Depth Analysis

Based on 1 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.

0%

Demand Rate

L2

Median Depth

0%

Gap Rate

1

Jobs Analyzed

L2100% of postings

Basic

Most employers want Data Collection Interest at basic competency with practical application.

Overview

What is Data Collection Interest?

Market context for Data Collection Interest in the current job market

Data Collection Interest is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Data Collection Interest typically want candidates who can demonstrate real proficiency, not just surface awareness.

What the data shows for Data Collection Interest:

  • •Required in 0% of all scored postings — demand is growing as more employers add it to requirements
  • •Employers typically expect L2 depth — foundational knowledge with practical application
  • •Most demand comes from Software Engineering roles — 100% of all Data Collection Interest jobs

What L2 means in practice:

L2 (Basic) means you’ve built small things with Data Collection Interest — personal projects or bootcamp work. Employers accept this for junior roles.

This means employers aren't looking for someone who has used Data Collection Interest 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 Collection Interest proficiency. To stand out, aim for L4-L5 depth with concrete evidence.

Which roles need Data Collection Interest most:

Software Engineering positions drive 100% of demand. Skills commonly paired with Data Collection Interest include TypeScript and React.

Depth Level Distribution

Proficiency Distribution

How candidates match Data Collection Interest requirements across 1 scored evaluations

L0 — Missing
0% (0)
L1 — Minimal
0% (0)
L2 — Basic
100% (1)
DOMINANT
L3 — Proficient
0% (0)
L4 — Advanced
0% (0)
L5 — Expert
0% (0)

Average depth: L2.0·Median depth: L2.0

Salary Correlation

Pay Impact

How Data Collection Interest affects compensation based on postings with disclosed salary data

Without Data Collection Interest

$143K

Median $135K

1312 jobs

Skill Demand Insight

“Data Collection Interest appears in 0% of all scored jobs.”

From 1 scored job postings

Skill Pairings

Commonly Paired Skills

Other skills that frequently appear alongside Data Collection Interest

Role Breakdown

Top Role Categories

Job categories most likely to require Data Collection Interest

Gap Analysis

Gap Rate Explained

How often Data Collection Interest is identified as a skill gap (L0–L1) in scored applications

0%

Very low gap rate — candidates generally have this skill

When Data Collection Interest appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).

A high gap rate signals strong hiring leverage for candidates who have it. A low gap rate means the skill is table stakes: not having it is a disqualifier.

Frequently Asked Questions

Is Data Collection Interest in demand in 2026?

Yes. Data Collection Interest 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 Collection Interest do most jobs require?

The median required depth is L2. Many positions accept basic to intermediate proficiency.

Does knowing Data Collection Interest increase salary?

Salary data for Data Collection Interest is still accumulating.

What other skills pair with Data Collection Interest?

The most common pairings are TypeScript, React, Client-side code for API-driven SPAs, Code Reviews, Large web applications experience. Strengthening these alongside Data Collection Interest improves your fit across more positions.

What roles need Data Collection Interest the most?

Top roles: Software Engineering. Software Engineering positions have the highest demand at 100% of all Data Collection Interest jobs.

How do I improve my Data Collection Interest 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 Collection Interest job requirements

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Analyze my Data Collection Interest gaps →

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