Skill Demand Index

Analytics and Reporting — Demand & Depth Analysis

Based on 3 scored job postings out of 4,995 total. Depth levels reflect actual proficiency tiers, not just keyword presence.

0.1%

Demand Rate

Median Depth

33%

Gap Rate

Jobs Analyzed

Expert

Most employers want Analytics and Reporting at architect level, not just familiarity.

Overview

What is Analytics and Reporting?

Market context for Analytics and Reporting in the current job market

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

What the data shows for Analytics and Reporting:

•Required in 0.1% of all scored postings — demand is growing as more employers add it to requirements
•Employers typically expect L5 depth — architect-level, not just familiarity
•Most demand comes from Other roles — 67% of all Analytics and Reporting jobs

What L5 means in practice:

L5 (Expert) means the employer expects someone who can architect systems around Analytics and Reporting, mentor teams, and make strategic decisions. This goes well beyond "I’ve used it before."

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

Which roles need Analytics and Reporting most:

Other positions drive 67% of demand. Marketing also frequently list Analytics and Reporting as a requirement. Skills commonly paired with Analytics and Reporting include E-commerce Growth and Marketing Plan Execution.

Depth Level Distribution

Proficiency Distribution

How candidates match Analytics and Reporting requirements across 3 scored evaluations

L0 — Missing

0% (0)

L1 — Minimal

33% (1)

L2 — Basic

0% (0)

L3 — Proficient

0% (0)

L4 — Advanced

0% (0)

L5 — Expert

67% (2)

DOMINANT

Average depth: L3.7·Median depth: L5.0

Salary Correlation

Pay Impact

How Analytics and Reporting affects compensation based on postings with disclosed salary data

Without Analytics and Reporting

$140K

Median $133K

1236 jobs

Estimate salary for a specific role

Skill Demand Insight

“Analytics and Reporting appears in 0.1% of all scored jobs.”

From 3 scored job postings

Skill Pairings

Commonly Paired Skills

Other skills that frequently appear alongside Analytics and Reporting

E-commerce GrowthTOP

33%

co-occurrence

Marketing Plan ExecutionTOP

33%

co-occurrence

E-commerce ManagementTOP

33%

co-occurrence

DTC/Ecommerce Strategy

33%

co-occurrence

Wine Club Management

33%

co-occurrence

Data Analysis

33%

co-occurrence

Microsoft Office Tools

33%

co-occurrence

Business Intelligence

33%

co-occurrence

Role Breakdown

Top Role Categories

Job categories most likely to require Analytics and Reporting

1Other

67%

2Marketing

33%

Gap Analysis

Gap Rate Explained

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

33%

Moderate gap rate — many candidates lack this skill

When Analytics and Reporting appears in a job's requirements, 33% 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 Analytics and Reporting in demand in 2026?

Yes. Analytics and Reporting 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 Analytics and Reporting do most jobs require?

The median required depth is L5. Most employers want advanced proficiency — candidates who can lead projects and optimize processes.

Does knowing Analytics and Reporting increase salary?

Salary data for Analytics and Reporting is still accumulating.

What other skills pair with Analytics and Reporting?

The most common pairings are E-commerce Growth, Marketing Plan Execution, E-commerce Management, DTC/Ecommerce Strategy, Wine Club Management. Strengthening these alongside Analytics and Reporting improves your fit across more positions.

What roles need Analytics and Reporting the most?

Top roles: Other, Marketing. Other positions have the highest demand at 67% of all Analytics and Reporting jobs.

How do I improve my Analytics and Reporting 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 Analytics and Reporting job requirements

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