Quick Answer
Will AI Replace Actuarys?
Partially
55% risk score
Actuary roles face substantial change from AI, scoring 55% on the automation risk scale. AI will transform how this job is done rather than eliminate it entirely. Routine tasks will be automated, but the role's human elements remain valuable. Professionals who adapt and learn to work alongside AI will be well-positioned.
AI Automation Risk Score
55%
Risk Score
~5yr
Timeline
4
Tasks at Risk
5
Tasks Safe
The 30-Second Summary
Risk Level: High Risk
This role faces meaningful change from AI. Adaptation is recommended but the career is not disappearing.
Timeline: ~5 years
Significant impact expected by 2031. Changes are gradual, not overnight.
4 tasks AI can already handle
Including standard mortality/morbidity table calculations and routine reserving and pricing models.
5 tasks stay human
Including designing new insurance products and interpreting model outputs for board decisions.
What AI Can Already Do in Actuary Roles
These AI tools are actively being used in the finance & accounting sector, directly affecting actuary work:
Xero / QuickBooks AI
Automates bookkeeping, categorises transactions, reconciles accounts
Bloomberg Terminal AI
Analyses market data, generates financial reports, identifies trends
Kira Systems
Reviews financial documents and contracts, extracts key data points
Domo / Tableau AI
Creates automated financial dashboards and predictive forecasts
Tasks currently being automated:
- Standard mortality/morbidity table calculations
- Routine reserving and pricing models
- Data cleaning and preparation
- Generating regulatory reports
What AI Cannot Do (Yet)
Despite advances in AI, these aspects of actuary work remain firmly in human territory:
Tasks that stay human:
- Designing new insurance products
- Interpreting model outputs for board decisions
- Handling novel risk scenarios (pandemics, climate change)
- Regulatory negotiation and Solvency II interpretation
- Setting assumptions requiring expert judgement
Designing new insurance products requires human judgement that AI cannot replicate reliably.
Complex stakeholder relationships and nuanced communication require emotional intelligence that AI lacks.
Ethical decision-making in ambiguous situations where context, culture, and values matter.
Creative problem-solving for novel, unprecedented challenges that fall outside AI training data.
Task-by-Task Breakdown
AI Can Replace
- xStandard mortality/morbidity table calculations
- xRoutine reserving and pricing models
- xData cleaning and preparation
- xGenerating regulatory reports
Stays Human
- ✓Designing new insurance products
- ✓Interpreting model outputs for board decisions
- ✓Handling novel risk scenarios (pandemics, climate change)
- ✓Regulatory negotiation and Solvency II interpretation
- ✓Setting assumptions requiring expert judgement
Timeline: When Will It Happen?
Machine learning models can now perform risk calculations faster and process more variables than traditional actuarial methods. AI can automate routine pricing and reserving. However, the profession is adapting by incorporating data science, and the judgement needed for setting assumptions and interpreting novel risks remains valuable.
AI assists with routine aspects of actuary work. Productivity tools are becoming standard in the industry.
AI handles more repetitive tasks. Professionals who embrace AI tools become significantly more productive than those who do not.
The role evolves rather than disappears. Fewer positions are needed, but remaining roles are more complex and better paid.
Actuarys who have adapted work alongside AI as strategic decision-makers. Core human skills remain essential.
How to Protect Your Career
Add data science and machine learning to your skill set
Specialise in emerging risks (cyber, climate, pandemic)
Move into enterprise risk management at board level
Transition to quantitative finance or fintech
Want a personalised plan? Take our free career assessment for specific recommendations based on your experience.
Career Alternatives for Actuarys
These careers share significant skill overlap with actuary roles. Your existing experience gives you a head start.
Data Analyst
45% riskSkill Overlap
40%
Salary Change
-37%
Retraining
6 months
Financial Analyst
58% riskSkill Overlap
40%
Salary Change
-25%
Retraining
6 months
Compliance Officer
45% riskSkill Overlap
67%
Salary Change
-17%
Retraining
3 months
Cybersecurity Analyst
15% riskSkill Overlap
50%
Salary Change
-17%
Retraining
5 months
AI / Machine Learning Engineer
10% riskSkill Overlap
40%
Salary Change
+17%
Retraining
6 months
Salary Impact
Entry Level
£35,000
Median
£60,000
Experienced
£120,000
Actuary salaries are seeing a split: professionals who effectively use AI tools are commanding higher pay, while those who rely on traditional methods face stagnation. The UK median of £60,000 is likely to remain stable overall, but the distribution is widening. Investing in AI literacy and complementary skills is the best way to stay on the higher end of the pay scale.
US median: $115,000 | Sources: ONS ASHE, BLS OEWS
Frequently Asked Questions
Will AI completely replace actuarys?
Actuary roles face significant change with a 55% risk score, but complete replacement is unlikely. AI will automate routine tasks while human judgement, relationships, and complex decision-making remain valuable. Professionals who adapt their skills will continue to thrive.
How soon will AI affect actuary jobs?
Based on current AI capabilities and adoption rates, significant impact on actuary roles is expected within approximately 5 years. However, incremental changes are already happening. Tasks like standard mortality/morbidity table calculations are already being assisted or automated by AI tools.
What actuary tasks can AI already do?
AI can currently handle or assist with: standard mortality/morbidity table calculations, routine reserving and pricing models, data cleaning and preparation, generating regulatory reports. However, tasks requiring designing new insurance products and interpreting model outputs for board decisions remain firmly in human territory.
What careers can actuarys transition to?
Based on transferable skills analysis, actuarys can transition to: Data Analyst, Financial Analyst, Compliance Officer, Cybersecurity Analyst, AI / Machine Learning Engineer. These roles share significant skill overlap and represent realistic career moves with varying levels of retraining.
How much do actuarys earn in the UK?
The median actuary salary in the UK is £60,000, ranging from £35,000 at entry level to £120,000 for experienced professionals. In the US, the median is $115,000.
Should I retrain out of a actuary career?
With a 55% risk score, this career has reasonable long-term prospects. Rather than retraining entirely, focus on learning to work with AI tools effectively. This will make you more valuable and future-proof your position.
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