Skill Demand Index
Product Collaboration — 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
L4
Median Depth
0%
Gap Rate
1
Jobs Analyzed
Advanced
Most employers want Product Collaboration at lead-level proficiency, not surface awareness.
Overview
What is Product Collaboration?
Market context for Product Collaboration in the current job market
Product Collaboration is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Product Collaboration typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Product Collaboration:
- •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 Data Science / ML roles — 100% of all Product Collaboration 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 Product Collaboration on their team.
This means employers aren't looking for someone who has used Product Collaboration 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 Product Collaboration proficiency. To stand out, aim for L4-L5 depth with concrete evidence.
Which roles need Product Collaboration most:
Data Science / ML positions drive 100% of demand. Skills commonly paired with Product Collaboration include Experiment Design and SQL.
Depth Level Distribution
Proficiency Distribution
How candidates match Product Collaboration requirements across 1 scored evaluations
Average depth: L4.0·Median depth: L4.0
Salary Correlation
Pay Impact
How Product Collaboration affects compensation based on postings with disclosed salary data
Without Product Collaboration
$140K
Median $133K
1236 jobs
Skill Demand Insight
“Product Collaboration appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Product Collaboration
Role Breakdown
Top Role Categories
Job categories most likely to require Product Collaboration
Gap Analysis
Gap Rate Explained
How often Product Collaboration is identified as a skill gap (L0–L1) in scored applications
Very low gap rate — candidates generally have this skill
When Product Collaboration appears in a job's requirements, 0% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
See how you stack up against Product Collaboration job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Product Collaboration gaps →See how your depth compares to what employers actually require
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