Skill Demand Index
Advanced Analytics / Machine Learning — Demand & Depth Analysis
Based on 1 scored job postings out of 4,699 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L1
Median Depth
100%
Gap Rate
1
Jobs Analyzed
Minimal
Most employers want Advanced Analytics / Machine Learning at introductory awareness.
Overview
What is Advanced Analytics / Machine Learning?
Market context for Advanced Analytics / Machine Learning in the current job market
Advanced Analytics / Machine Learning is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Advanced Analytics / Machine Learning typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for Advanced Analytics / Machine Learning:
- •Required in 0% 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 Data Analysis roles — 100% of all Advanced Analytics / Machine Learning 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 Advanced Analytics / Machine Learning 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 Advanced Analytics / Machine Learning at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need Advanced Analytics / Machine Learning most:
Data Analysis positions drive 100% of demand. Skills commonly paired with Advanced Analytics / Machine Learning include Understanding & Solving Business Problems and Bachelor's degree.
Depth Level Distribution
Proficiency Distribution
How candidates match Advanced Analytics / Machine Learning requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
Pay Impact
How Advanced Analytics / Machine Learning affects compensation based on postings with disclosed salary data
Without Advanced Analytics / Machine Learning
$139K
Median $131K
1265 jobs
Skill Demand Insight
“Advanced Analytics / Machine Learning appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Commonly Paired Skills
Other skills that frequently appear alongside Advanced Analytics / Machine Learning
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
100%
co-occurrence
Role Breakdown
Top Role Categories
Job categories most likely to require Advanced Analytics / Machine Learning
Gap Analysis
Gap Rate Explained
How often Advanced Analytics / Machine Learning is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When Advanced Analytics / Machine Learning appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Frequently Asked Questions
Is Advanced Analytics / Machine Learning in demand in 2026?
Yes. Advanced Analytics / Machine Learning 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 Advanced Analytics / Machine Learning do most jobs require?
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Does knowing Advanced Analytics / Machine Learning increase salary?
Salary data for Advanced Analytics / Machine Learning is still accumulating.
What other skills pair with Advanced Analytics / Machine Learning?
The most common pairings are Understanding & Solving Business Problems, Bachelor's degree, Data Strategy, Programming (Python, SQL, Node.JS), Cloud Data Platforms (AWS, Azure, GCP). Strengthening these alongside Advanced Analytics / Machine Learning improves your fit across more positions.
What roles need Advanced Analytics / Machine Learning the most?
Top roles: Data Analysis. Data Analysis positions have the highest demand at 100% of all Advanced Analytics / Machine Learning jobs.
How do I improve my Advanced Analytics / Machine Learning 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 Advanced Analytics / Machine Learning job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my Advanced Analytics / Machine Learning gaps →See how your depth compares to what employers actually require
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