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AI Career Rankings
Explore which careers are most resilient, most at risk, and most likely to be enhanced by AI
based on task-level analysis across real job responsibilities.
Best Careers for the AI Era
These careers combine strong human value with relatively lower automation risk.
Human Value: 9.6/10
Automation Risk: 4.8/10
AI Leverage: 6.6/10
Why this ranking?
More likely automated:
Prepare external financial statements
Manage disclosure requirements
Still requires human judgment:
Prepare external financial statements
Manage disclosure requirements
Human Value: 0.0/10
Automation Risk: 0.0/10
AI Leverage: 0.0/10
Why this ranking?
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.
Most At-Risk Careers
These careers currently show the highest average automation exposure across their analyzed tasks.
Automation Risk: 4.8/10
Human Value: 9.6/10
AI Leverage: 6.6/10
Why this ranking?
More likely automated:
Prepare external financial statements
Manage disclosure requirements
Still requires human judgment:
Prepare external financial statements
Manage disclosure requirements
Automation Risk: 0.0/10
Human Value: 0.0/10
AI Leverage: 0.0/10
Why this ranking?
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.
Most AI-Augmented Careers
These careers appear especially likely to benefit from AI tools that increase productivity
without fully replacing the highest-value work.
AI Leverage: 6.6/10
Human Value: 9.6/10
Automation Risk: 4.8/10
Why this ranking?
More likely automated:
Prepare external financial statements
Manage disclosure requirements
Still requires human judgment:
Prepare external financial statements
Manage disclosure requirements
AI Leverage: 0.0/10
Human Value: 0.0/10
Automation Risk: 0.0/10
Why this ranking?
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.