Will AI Replace Actuarys? 35/100 Risk Score
Actuarys currently score 35/100 on AI displacement risk, moderate exposure. McKinsey and World Economic Forum data suggest Stable U.S. jobs in this category are at risk of significant disruption by 2030.
These exposure estimates are derived from published automation research including Frey and Osborne (2017), Eloundou et al. (2023), and BLS occupational data. They represent task-composition estimates, not employment forecasts. See our methodology page for full detail.
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Automation timeline (2025-2030)
- 2025: 12% of tasks automatable
- 2027: 22% of tasks automatable
- 2030: 35% of tasks automatable
Salary trajectory
Current median: $120,000. Projected 2030 median: $138,000.
Tasks most at risk
- Standard pricing models
- Reserve calculations
- Routine reporting
Tasks that resist automation
- Catastrophe / climate modeling
- Pension strategy
- Regulatory negotiation
Safest adjacent roles to pivot into
- Risk Strategy Director, transition difficulty: Medium, salary delta: +$35K
- Climate Risk Analyst, transition difficulty: Medium, salary delta: +$15K
- Chief Actuary, transition difficulty: High, salary delta: +$80K+
Highest-ROI skill to add now
Climate / cyber risk specialty + Python, 12-16 weeks to learn, projected salary lift of $20-40K.
Frequently asked questions
Will AI replace actuarys by 2030?
Actuarys face a moderate disruption risk (35/100). McKinsey and BLS projections suggest 35% of current tasks will be automatable by 2030, putting roughly Stable jobs at risk in the U.S. alone. Augmentation, not full replacement, is the more likely outcome for senior practitioners who add AI-adjacent skills.
What is the median salary for a actuary today vs 2030?
The current U.S. median salary is $120,000. Our projection for 2030, accounting for automation pressure on routine tasks, is $138,000.
What's the safest career pivot from actuary?
The three highest-leverage adjacent roles are: Risk Strategy Director (+$35K), Climate Risk Analyst (+$15K), Chief Actuary (+$80K+). The single highest-ROI skill to add is Climate / cyber risk specialty + Python (12-16 weeks, +$20-40K).
Which actuary tasks are AI-resistant?
Tasks that resist automation: Catastrophe / climate modeling; Pension strategy; Regulatory negotiation. These are where 20+ years of experience compounds and where you should reposition your resume.
Methodology
The current median salary and the 10-year employment change are published U.S. Bureau of Labor Statistics Occupational Outlook Handbook 2024-2034 figures, reproduced as published. The 0-100 exposure score, the 2025-2030 automation trajectory, the projected 2030 salary and the jobs-at-risk count are estimates made by our research team, informed by O*NET task statements, Frey and Osborne (2017), Eloundou et al. (2023), McKinsey "Generative AI and the Future of Work" (June 2023) and the World Economic Forum Future of Jobs Report 2025. They are not computed from those datasets and should not be quoted as measurements. Reference set for this page: BLS OOH 2024-34 (high growth); SOA 2024. Reviewed quarterly.