Skill Demand Index
Iceberg — Demand & Depth Analysis
Based on 2 scored job postings out of 3,786 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0.1%
Demand Rate
L1
Median Depth
100%
Gap Rate
2
Jobs Analyzed
Minimal
Most employers want Iceberg at introductory awareness.
Overview
What is Iceberg?
Market context for Iceberg in the current job market
Iceberg is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Iceberg typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Iceberg:
- •Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
- •Employers typically expect L1 depth — foundational knowledge with practical application
- •Most demand comes from Software Engineering roles — 100% of all Iceberg jobs
What L1 means in practice:
L1 (Minimal) means you can discuss the concept but haven’t used it in production. Many entry-level positions accept this.
This means employers aren't looking for someone who has used Iceberg 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 100% means most applicants lack Iceberg at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Iceberg most:
Software Engineering positions drive 100% of demand. Skills commonly paired with Iceberg include Python and Data Engineering.
Depth Level Distribution
Proficiency Distribution
How candidates match Iceberg requirements across 2 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How Iceberg affects compensation based on postings with disclosed salary data
Without Iceberg
$139K
Median $130K
977 jobs
Skill Demand Insight
“Iceberg appears in 0.1% of all scored jobs.”
From 2 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Iceberg
Role Breakdown
Top Role Categories
Job categories most likely to require Iceberg
Gap Analysis
Gap Rate Explained
How often Iceberg is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When Iceberg appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Iceberg in demand in 2026?
Yes. Iceberg appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 2 analyzed jobs, demand is steady across multiple role types.
What level of Iceberg do most jobs require?
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Does knowing Iceberg increase salary?
Salary data for Iceberg is still accumulating.
What other skills pair with Iceberg?
The most common pairings are Python, Data Engineering, Spark / PySpark, Kafka, AI/ML. Strengthening these alongside Iceberg improves your fit across more positions.
What roles need Iceberg the most?
Top roles: Software Engineering. Software Engineering positions have the highest demand at 100% of all Iceberg jobs.
How do I improve my Iceberg 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 Iceberg job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Iceberg gaps →See how your depth compares to what employers actually require
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