Actuary

Actuary is described with 21 tasks that show the work’s tempo, when interruptions occur and what must be documented. The entries are direct, testable and job‑relevant. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

21evidenced tasks
21ready prompts
8tools of the trade
15-2011.00O*NET-SOC code
26,670hold this job (US, BLS 2025)
$130,000median pay/yr (US)
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What it pays

Government survey numbers — not estimates, not ads.

Half of all Actuaries in the U.S. earn more than $130,000 a year — the middle 80% land between $78,570 and $215,100. About 26,670 people in the U.S. do this work. Figures are for the U.S. occupation group “Actuaries”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$130,000typical pay / year
26,670people in this work
$215,100+top 10% earn
₹4.6 lakha year in India (family avg)
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The work, task by task

These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.

Analysing5

Manage financial impact of risks

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Produce a quarterly risk-impact report showing expected loss, volatility, and tail-risk for the…
Produce a quarterly risk-impact report showing expected loss, volatility, and tail-risk for the investment-linked book, stress-tested against the three market scenarios, then send the workbook and a two-slide executive summary to Martin in finance and Priya the CFO before the board packet deadline next Tuesday.
The tools that do the workMicrosoft ExcelMicrosoft PowerPointESCOjob descriptionsWikipedia

Calculate cash reserves needed for payouts and claims

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Calculate required cash reserves for the life and annuity portfolio at quarter-end using best-estimate…
Calculate required cash reserves for the life and annuity portfolio at quarter-end using best-estimate assumptions, incorporate updated lapse and mortality rates from the latest cohort, and produce the reserve schedules and reconciliation for Miguel in finance by Friday close of business.
The tools that do the workMicrosoft Exceljob descriptionsO*NETWikipedia

Study statistical data to create risk models

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Analyse the last ten years of claims and exposure data to fit frequency and severity distributions, validate…
Analyse the last ten years of claims and exposure data to fit frequency and severity distributions, validate the model against holdout data, and deliver the risk model codebook and fit diagnostics to Jenna in modelling and Arif in pricing by Thursday.
The tools that do the workIBM SPSS Statisticsjob descriptionsO*NET

Collaborate with underwriting, finance, and product teams

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Draft a short advisory note that reconciles the new catastrophe model outputs with current underwriting…
Draft a short advisory note that reconciles the new catastrophe model outputs with current underwriting appetite, propose two pricing adjustments and one underwriting rule change, then review it with Sara in product and Omar the head of underwriting on Monday morning.
The tools that do the workMicrosoft ExcelMicrosoft Wordjob descriptionsO*NET

Use business knowledge to inform risk management strategies.

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Translate the competitor and market intelligence into three actionable risk-management proposals—reinsurance…
Translate the competitor and market intelligence into three actionable risk-management proposals—reinsurance placement, capital buffer change, and product redesign—include projected cost and risk metrics, and circulate to Helen in strategy and Raj in capital management by Friday noon.
The tools that do the workMicrosoft ExcelMicrosoft PowerPointO*NETWikipedia
The daily work16

Design programs that manage risk.

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Design a capital and reserve program to limit annual underwriting volatility to under 8%, specify the stress…
Design a capital and reserve program to limit annual underwriting volatility to under 8%, specify the stress scenarios, calibration datastreams, model governance steps, and deliver a deployment plan for underwriting teams by the end of Q3.
The tools that do the workMicrosoft ExcelMicrosoft VisioWikipedia

Interpret data to inform risk-related decision-making.

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Analyse the last five years of claims, premiums and market indices, produce a dashboard showing drivers of…
Analyse the last five years of claims, premiums and market indices, produce a dashboard showing drivers of combined ratio movement and recommend three pricing adjustments for the pricing committee meeting next Tuesday.
The tools that do the workMicrosoft Power BIMicrosoft ExcelWikipedia

Ensure compliance with licensing and professional standards.

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Compile a compliance pack mapping current insurance and pension products to the professional code and…
Compile a compliance pack mapping current insurance and pension products to the professional code and licensing rules, document exceptions, attach supporting calculations and a sign-off checklist, and circulate to Legal and Chief Actuary by Friday.
The tools that do the workMicrosoft ExcelMicrosoft WordWikipedia

Apply technical and statistical models and theories

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Select and parameterise the technical reserving model for the motor book, run stochastic projections under…
Select and parameterise the technical reserving model for the motor book, run stochastic projections under three mortality and claim inflation hypotheses, validate fits against observed triangles and produce a validation memo for peer review within ten business days.
The tools that do the workC++IBM SPSS StatisticsESCO

Design and test insurance policies and business strategies

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Design the new term life policy assumptions and run scenario tests on projected claims, lapse and expense…
Design the new term life policy assumptions and run scenario tests on projected claims, lapse and expense patterns through 2030, compare profitability under three discount rates and flag any solvency breaches before I present pricing options to the product committee next Wednesday.
The tools that do the workMicrosoft Exceljob descriptions

Produce reports, charts, and tables explaining calculations

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Produce the quarterly underwriting report with clear tables of incurred versus paid claims, loss ratios by…
Produce the quarterly underwriting report with clear tables of incurred versus paid claims, loss ratios by cohort, and three charts showing trend, age-band and product mix, format it as a printable packet and circulate to the actuarial team by Tuesday morning.
The tools that do the workMicrosoft Power BIMicrosoft Exceljob descriptions

Explain findings and proposals to stakeholders

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Draft the two-page briefing and an eight-slide deck that explains the proposed reserve methodology change,…
Draft the two-page briefing and an eight-slide deck that explains the proposed reserve methodology change, summarises financial impacts under best, base and worst cases, and includes recommended adoption steps for the CFO and board meeting on Friday.
The tools that do the workMicrosoft PowerPointMicrosoft Exceljob descriptions

Communicate complex risk assessments to non-technical audiences

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Prepare a plain-language one-page summary and three infographic slides that translate the stochastic reserve…
Prepare a plain-language one-page summary and three infographic slides that translate the stochastic reserve model outcomes into customer-level risk implications for the sales and operations teams before the town hall on Monday.
The tools that do the workMicrosoft PowerPointMicrosoft Power BIjob descriptions

Prepare documentation for regulatory and internal purposes

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Assemble the regulatory submission for the annual reserving review: include the methodology write-up, my…
Assemble the regulatory submission for the annual reserving review: include the methodology write-up, my actuarial sign-off, reconciliation schedules and annotated statutory tables, validate all workbook formulas, then export a locked PDF for compliance by next Friday.
The tools that do the workMicrosoft ExcelMicrosoft Officejob descriptions

Support pricing and reserving analysis

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Run the monthly pricing support analysis: update exposure and claim inputs, rerun tiered rate models, produce…
Run the monthly pricing support analysis: update exposure and claim inputs, rerun tiered rate models, produce reserve impact tables and sensitivity outputs, then send recommendations and caveats to pricing and finance leads by Thursday close of business.
The tools that do the workMicrosoft Exceljob descriptions

Provide advice to clients on a contract basis, working as a consultant.

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Accept the consulting engagement from Hayworth Consulting to provide monthly actuarial advice on their…
Accept the consulting engagement from Hayworth Consulting to provide monthly actuarial advice on their employee benefits plan: draft a one‑page scope of services, proposed hourly rates, and a July 1 start date, then send it to Sarah Hayworth for approval before I record any billable time.
The tools that do the workMicrosoft OfficeMicrosoft ExcelO*NET

Testify before public agencies on proposed legislation affecting businesses.

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Prepare my testimony for the April 12th public hearing on the small business liability bill: summarise…
Prepare my testimony for the April 12th public hearing on the small business liability bill: summarise projected employer cost impacts, three supporting charts, and a two‑paragraph executive summary to give to the regulator and to read from the witness stand.
The tools that do the workMicrosoft PowerPointIBM SPSS StatisticsO*NET

Determine policy contract provisions for each type of insurance.

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Draft the policy wording options for the new professional indemnity lines: list required coverages,…
Draft the policy wording options for the new professional indemnity lines: list required coverages, exclusions, premium rating factors and sample premium examples for small, medium and large firms so underwriting can price the products by June 1st.
The tools that do the workMicrosoft ExcelMicrosoft WordO*NET

Testify in court as expert witness or to provide legal evidence on matters such as the value of potential lifetime earnings of a person disabled or killed in an accident.

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Prepare the expert report for the June 3rd trial calculating lost lifetime earnings for Mr. Alvarez: document…
Prepare the expert report for the June 3rd trial calculating lost lifetime earnings for Mr. Alvarez: document assumptions, two discounted cashflow scenarios, sensitivity to discount rate, and an appendix with my CV and methodology for the court file.
The tools that do the workMicrosoft ExcelMicrosoft WordO*NET

Explain changes in contract provisions to customers.

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Prepare a plain‑language letter for the 120 affected policyholders explaining the contract provision changes,…
Prepare a plain‑language letter for the 120 affected policyholders explaining the contract provision changes, attach a one‑page FAQ, and set a May 15 deadline for questions with contact details for claims and customer service.
The tools that do the workMicrosoft OfficeO*NET

Manage credit and help price corporate security offerings.

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Produce a pricing memo for the board recommending bid spreads for the new corporate bond issue: include…
Produce a pricing memo for the board recommending bid spreads for the new corporate bond issue: include credit loss scenarios, implied ratings, comparable market spreads, and a recommended price range to finalize at Wednesday's treasury meeting.
The tools that do the workMicrosoft ExcelMicrosoft PowerPointO*NET

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Activities this job lives in

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