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Analyst

Business AI-Augmented

Analyst roles help organizations coordinate people, processes, decisions, and resources to achieve business goals.

C
🟡 Caution
Analyst is in a transitional period. Some tasks face automation pressure while demand stabilizes. Stay current on skills.
48
/ 100
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Work Profile

Stress
7/10
Work-Life
6/10
Future Outlook
6/10
Hours / Week
45

Salary Growth

Starting
$70,250
Year 5
$83,025
Year 10
$103,468
Top Earners
$138,000
Promotion Path: A common path is Analyst to Senior Analyst, then to lead, principal, manager, or director-level responsibility in related work.

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Core Skills and Tools

These are the practical tools, systems, math, and AI skills used in Analyst roles.

AI & Automation

Machine Learning Applications
Automated Reporting Workflows

Core Skills

Data Analysis
Dashboard Development
Business Insights Reporting
Data Validation
Stakeholder Requirements Gathering
ETL Process Support
Predictive Modeling Support

Industry Knowledge

Data Quality Governance
Business Intelligence Practices
Reporting Automation Standards

Math & Analysis

Statistical Analysis
Trend Analysis
Correlation Analysis
Predictive Analytics

Requirements

Bachelor's degree requirement
Degree field requirement

Systems & Software

SQL Query Development
Python Data Analysis
Tableau Dashboarding
Power BI Reporting
Microsoft Excel Analysis
Salesforce Data Reporting

About to graduate?

Are you ready for that first position?

Career Accelerator helps you build a portfolio of skills that validates you are ready for the hiring company. We even give you the bullet points you need to add to your resume.

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Thinking about switching into Analyst?

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Other Potential Career Pivot Paths

Pivot paths coming soon for this career.

How to Get Hired

This section focuses on practical readiness: what skills matter, what tools or certifications may help, and what you can do now to become more employable.

Unlock the Full Getting Hired Plan

See the exact skills, certifications, projects, and step-by-step plan to break into Analyst.

  • Real projects to build experience
  • A 30–60 day action plan
Unlock Full Getting Hired Plan

AI Impact & Task Breakdown

AI-Augmented

AI may automate some routine research, documentation, analysis, or communication tasks in this career, but human judgment, context, quality review, and stakeholder communication remain important.

How to Stay Valuable

  • Develop judgment, communication, and problem-solving skills
  • Learn how AI tools can support this career instead of ignoring them
  • Move toward strategy, interpretation, and higher-value work over time

AI Scores

Automation Risk: 0.0/10 Human Value: 0.0/10 AI Leverage: 0.0/10

Based on 5 analyzed tasks

More likely automated

  • Research job requirements and identify the most important tools and proof employers expect.
  • Create a portfolio-ready project or work sample that demonstrates practical ability.

Still requires human judgment

  • Research job requirements and identify the most important tools and proof employers expect.
  • Create a portfolio-ready project or work sample that demonstrates practical ability.

How AI Affects This Job

This career includes a mix of tasks. Some are becoming more automated, while others are becoming more valuable because they require human expertise.

Research job requirements and identify the most important tools and proof employers expect.

Research job requirements and identify the most important tools and proof employers expect.

Low Automation Risk
Automation: 0/10 • AI Leverage: 0/10 • Human Value: 0/10

Likely adoption: 3-5 years

Create a portfolio-ready project or work sample that demonstrates practical ability.

Create a portfolio-ready project or work sample that demonstrates practical ability.

Low Automation Risk
Automation: 0/10 • AI Leverage: 0/10 • Human Value: 0/10

Likely adoption: 3-5 years

Analyze a realistic scenario related to the career and summarize findings.

Analyze a realistic scenario related to the career and summarize findings.

Low Automation Risk
Automation: 0/10 • AI Leverage: 0/10 • Human Value: 0/10

Likely adoption: 3-5 years

Communicate recommendations clearly to a manager, client, user, or stakeholder.

Communicate recommendations clearly to a manager, client, user, or stakeholder.

Low Automation Risk
Automation: 0/10 • AI Leverage: 0/10 • Human Value: 0/10

Likely adoption: 3-5 years

Document process, assumptions, tools used, and lessons learned for resume and interview use.

Document process, assumptions, tools used, and lessons learned for resume and interview use.

Low Automation Risk
Automation: 0/10 • AI Leverage: 0/10 • Human Value: 0/10

Likely adoption: 3-5 years

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