Skill Demand Index

Advanced Analytics — Demand & Depth Analysis

Based on 3 scored job postings out of 3,786 total. Depth levels reflect actual proficiency tiers, not just keyword presence.

0.1%

Demand Rate

L2

Median Depth

33.3%

Gap Rate

3

Jobs Analyzed

L133% of postings

Minimal

Most employers want Advanced Analytics at introductory awareness.

Overview

What is Advanced Analytics?

Market context for Advanced Analytics in the current job market

Advanced Analytics is required in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for Advanced Analytics typically want candidates who can demonstrate real proficiency, not just surface awareness.

What the data shows for Advanced Analytics:

  • Required in 0.1% of all scored postingsdemand is growing as more employers add it to requirements
  • Employers typically expect L2 depthfoundational knowledge with practical application
  • Most demand comes from Data Analysis roles67% of all Advanced Analytics jobs

What L2 means in practice:

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

This means employers aren't looking for someone who has used Advanced Analytics 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 33.3% means a notable portion of candidates fall short on Advanced Analytics. Addressing this gap directly in your application materials gives you an edge.

Which roles need Advanced Analytics most:

Data Analysis positions drive 67% of demand. Other also frequently list Advanced Analytics as a requirement. Skills commonly paired with Advanced Analytics include Strategic and Customer-Centric Mindset and Partnership Skills.

Depth Level Distribution

Proficiency Distribution

How candidates match Advanced Analytics requirements across 3 scored evaluations

L0 — Missing
0% (0)
L1 — Minimal
33% (1)
DOMINANT
L2 — Basic
33% (1)
L3 — Proficient
0% (0)
L4 — Advanced
33% (1)
L5 — Expert
0% (0)

Average depth: L2.3·Median depth: L2.0

Salary Correlation

Pay Impact

How Advanced Analytics affects compensation based on postings with disclosed salary data

Without Advanced Analytics

$139K

Median $130K

977 jobs

Skill Demand Insight

Advanced Analytics appears in 0.1% of all scored jobs.”

From 3 scored job postings

Skill Pairings

Commonly Paired Skills

Other skills that frequently appear alongside Advanced Analytics

Role Breakdown

Top Role Categories

Job categories most likely to require Advanced Analytics

2Other
33%

Gap Analysis

Gap Rate Explained

How often Advanced Analytics is identified as a skill gap (L0–L1) in scored applications

33.3%

Moderate gap rate — many candidates lack this skill

When Advanced Analytics appears in a job's requirements, 33.3% 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 Advanced Analytics in demand in 2026?

Yes. Advanced Analytics appears in 0.1% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 3 analyzed jobs, demand is steady across multiple role types.

What level of Advanced Analytics do most jobs require?

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

Does knowing Advanced Analytics increase salary?

Salary data for Advanced Analytics is still accumulating.

What other skills pair with Advanced Analytics?

The most common pairings are Strategic and Customer-Centric Mindset, Partnership Skills, People Leadership, Data Science, Modeling Strategy. Strengthening these alongside Advanced Analytics improves your fit across more positions.

What roles need Advanced Analytics the most?

Top roles: Data Analysis, Other. Data Analysis positions have the highest demand at 67% of all Advanced Analytics jobs.

How do I improve my Advanced Analytics 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 job requirements

ShouldApply scores your profile against each skill at the depth level jobs actually need.

Analyze my Advanced Analytics gaps →

See how your depth compares to what employers actually require

All Skills · Roles · Companies · Browse Jobs