WHAT DOES AN ACTUARIAL ANALYST DO?

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Published: May 04, 2026. The Actuarial Analyst delivers pricing, reserving valuation, and financial reporting insights across insurance and consulting environments. This role applies statistical modeling, data analysis, and automation using SAS, SQL, Excel, and actuarial tools to support strategy and risk management. The professional also drives collaboration, clear communication, and process improvement through effective reporting and analytical solutions.

Key Responsibilities of an Actuarial Analyst

1. Actuarial Analyst Details

Professional Development: Pursues self-development through feedback, shares information with coworkers and customers, and adapts to changes, difficulties, and performance feedback.
Work Execution: Completes assignments by following procedures and policies, using data and resources, collaborating to solve business problems, and communicating progress within deadlines.
Process Improvement: Identifies improvement opportunities and appropriately escalates issues or risks while supporting business operations and maintaining established priorities.
Actuarial Reporting: Supports actuarial documentation through the preparation of financial report sections, tax return components, and responses to regulatory requirements.
Product Analysis: Assists with the evaluation of product line financials, including valuation processes and cash flow analysis, to support business decisions.
Actuarial Research: Conducts literature reviews on standards, assumptions, competition, and legal and regulatory environments to support actuarial insights.
Risk Analysis: Assists in evaluating financial risks and opportunities by applying actuarial methods, collecting data, and supporting actuarial analyses.
Stakeholder Communication: Supports collaboration with business partners by translating actuarial concepts into non-technical explanations and ensuring compliance with standards.
Actuarial Modeling: Supports model development by learning actuarial models and applying alternative assumptions and forecasts using in-house tools or actuarial software.

2. Actuarial Analyst Responsibilities

Reserve Analysis: Performs quarterly reserve reviews of losses and expenses across multiple entities and business segments to support actuarial evaluation.
Database Management: Develops and manages reserving databases, applications, and systems used in reserving processes, including ResQ, Excel, Tableau, and claims data tools.
Workflow Automation: Maintains Alteryx workflows for triangle creation, supporting ResQ and on-demand applications within reserving processes.
Reporting Analysis: Creates and maintains loss- and expense-related reports to support actuarial insights and business decision-making.
Vendor Coordination: Works with external software vendors supporting ResQ systems on an as-needed basis to resolve issues and implement enhancements.
Process Automation: Automates Excel templates using Visual Basic for Applications to improve efficiency and reduce manual processing.
Data Support: Provides ad hoc data requests and analytical support to actuaries and the actuarial department.
Stakeholder Communication: Supports communication of reserve review results to executive management, actuarial teams, and finance departments.
Regulatory Compliance: Ensures reserve analyses follow actuarial standards, accounting practices, NAIC guidelines, and regulatory controls, including SOX.

3. Actuarial Analyst Accountabilities

Profitability Analysis: Analyzes the profitability of the retail property portfolio to evaluate performance and support strategic decision-making.
Pricing Strategy: Collaborates with underwriting to develop pricing strategies and identify opportunities for profitable growth across business segments.
Business Monitoring: Monitors rate, exposure, retention, and new and lost business changes to track portfolio performance and emerging trends.
Trend Analysis: Monitors loss trends and industry and regulatory changes and communicates insights effectively to management.
Risk Optimization: Assists in developing business solutions to maximize risk-adjusted profit and improve overall portfolio outcomes.
Tool Development: Develops analytical tools to support effective management of existing portfolios and enhance decision-making capabilities.
Reserve Coordination: Collaborates with reserving actuaries to understand reserve development and communicates pricing and underwriting impacts on estimates.
Strategy Development: Develops granular strategies to improve profitability and optimize performance across portfolio segments.
Pricing Research: Assists in researching and developing best-practice pricing techniques for implementation across the business.

4. Actuarial Analyst Functions

Pricing Analysis: Assists in pricing projects, including the development of loss costs, rates, and appropriate credits and debits for key account characteristics.
Study Development: Performs special studies to improve pricing differentiation and enhance segmentation across business lines.
Actuarial Reporting: Produces and maintains actuarial work products supporting financial and reporting requirements across the organization.
Reserve Review: Assists in the quarterly IBNR reserve review process in coordination with independent actuarial consultants.
Internal Reserving: Performs internal IBNR reserve reviews to evaluate adequacy and support actuarial assessments.
Performance Insights: Enhances analytical approaches to gain deeper insights into the performance of key business segments.
Data Analysis: Develops proficiency in querying large datasets using SAS, SQL, and internal databases for actuarial studies.
Risk Modeling: Updates understanding of enterprise risk management models and applies industry best-practice methodologies.
Data Strategy: Supports the development of data strategy and contributes to business and data transformation initiatives.
Profitability Review: Conducts analyses into the risk and profitability of key business segments to inform decision-making.
Market Research: Conducts studies on industry trends and key competitors to support strategic positioning and insights.

5. Actuarial Analyst Overview

Rating Analysis: Evaluates and monitors rating formulas and factors for variances from expected performance and identifies key deviations.
Pricing Adjustment: Recommends updates to pricing, benefit, trend, age, gender, and other rating factors to improve accuracy and competitiveness.
System Maintenance: Leads the maintenance of rating formulas and factors within rating engine systems, ensuring accuracy and consistency.
Model Development: Updates and maintains complex actuarial models supporting pricing, reserving, and forecasting activities.
Financial Reporting: Provides product-level experience insights to finance and management to support business evaluation.
Reserve Analysis: Prepares monthly reserve and variance analyses in collaboration with team members.
Trend Evaluation: Provides ad hoc analysis of trends and variances to support actuarial and business decisions.
Method Validation: Prepares retrospective reviews to evaluate the accuracy of reserving methods and identify improvements.
Data Development: Collaborates with operations staff to develop new analytical input data and improve data quality.
Actuarial Application: Applies actuarial and statistical concepts across assigned projects to support analytical rigor.
Team Training: Provides training and feedback to staff, supporting the integration of actuarial concepts into their work.
Process Improvement: Participates in projects and team activities to identify issues and improve processes, systems, and data development.

6. Actuarial Analyst Details and Accountabilities

Accounting Support: Supports global accounting teams with deliverables for quarterly and fiscal year-end obligations under US GAAP and IAS 19.
Project Coordination: Supports international consultants and project managers on M&A projects and assignments across Latin America and other regions.
Project Management: Serves as project manager and liaison to consultants by creating project plans and coordinating execution.
Progress Monitoring: Monitors progress against deadlines and ensures the timely completion of project milestones.
Meeting Management: Schedules and manages regular status meetings to track updates and maintain alignment across teams.
Stakeholder Communication: Ensures clear communication among team members and clients to support project delivery.
Deadline Delivery: Delivers work in accordance with project deadlines while maintaining quality and consistency.
Client Satisfaction: Delivers project outcomes that meet or exceed client expectations through effective execution.
Process Improvement: Identifies opportunities to improve efficiency within client teams and enhance operational processes.
Strategic Analysis: Completes analyses for special projects, including mergers and acquisitions, benefit strategy, and governance frameworks.
Draft Preparation: Prepares initial drafts of deliverables for consultant review, ensuring accuracy and completeness.
Tool Development: Contributes to the development of new tools and approaches and analyzes global economic conditions, updating country profiles.

7. Actuarial Analyst Tasks

Actuarial Consulting: Acts as an actuarial consulting assistant, supporting a portfolio of clients across diverse engagements and advisory activities.
Valuation Analysis: Prepares valuations and cost estimates to support actuarial assessments and client reporting requirements.
Consulting Support: Assists consultants in delivering day-to-day and strategic advice to clients across actuarial projects.
Accounting Disclosure: Undertakes and supervises accounting disclosures under FRS 17, IAS 19, and US GAAP standards.
Pension Advisory: Supports consultants on pension scheme advisory, including governance, funding, and actuarial considerations.
Benefit Calculation: Performs non-standard scheme benefit calculations and contributes to broader actuarial work, including assumptions and funding updates.
Knowledge Development: Builds consulting knowledge across actuarial and non-actuarial aspects of pension plans to enhance expertise.
Research Analysis: Supports senior colleagues with research, analysis, and the preparation of materials for new business opportunities.

8. Actuarial Analyst Roles

Test Case: Prepares actuarial accounting test cases with senior actuaries and accountants to understand and test SAP FPSL software functionalities.
Knowledge Transfer: Participates in knowledge transfer, understands dependencies, defines test scope, and prepares appropriate test cases.
Test Data: Prepares actuarial test data based on test cases and develops automation scripts.
Team Collaboration: Collaborates with actuarial and IT teams within agile, international frameworks to support implementation and testing activities.
Data Assurance: Supports international entities at the group level and performs quality assurance of data submissions.
Communication Materials: Prepares group-wide guidance materials, including user manuals, to support the rollout of implemented functionalities.
IFRS Implementation: Contributes to IFRS 17 implementation design, with a focus on actuarial topics, rollout, testing, and business transition.
System Testing: Operates Prophet, IDR, SAS, accounting systems, ledgers, and workarounds during testing phases.

9. Actuarial Analyst Additional Details

Pricing Analysis: Conducts regular and ad hoc pricing analyses to support underwriting teams in decision-making and performance evaluation.
Model Development: Develops and maintains statistical models and management information reports to support business insights.
Data Communication: Presents and communicates statistical findings and reports effectively to management.
Team Development: Supports junior team members in their development through guidance and knowledge sharing.
Market Analysis: Models, interprets, and monitors market trends and provides recommendations to underwriters and senior management.
Actuarial Expertise: Provides professional actuarial knowledge to support the development of models and new product initiatives.
Team Collaboration: Communicates and shares ideas with team members to enhance collaboration and innovation.
Capital Modeling: Prepares data inputs for capital modeling to support financial risk assessment.
Leadership Support: Supports the Head of Actuarial and Chief Actuary in strategic and operational activities.

10. Actuarial Analyst Essential Functions

Rate Review: Performs rate reviews and develops rate change proposals to support pricing strategy and business objectives.
Pricing Support: Assists the senior actuarial team on pricing projects and contributes to analytical deliverables.
Rate Analysis: Conducts actuarial reviews of rates and produces rate indication data for decision support.
Meeting Participation: Participates in product meetings related to rate changes and provides analytical input.
Impact Analysis: Calculates the impacts of rate change proposals on overall book-of-business performance.
Data Visualization: Produces frequency histogram exhibits to illustrate rate change impacts and trends.
Data Processing: Runs AS400 data queries and uses SAS to transform data into pricing template formats.
System Coordination: Collaborates with IT to deliver production rates accurately and on time through system processes.
Rate Implementation: Prepares loading tables, rate checkers, rate pages, and supports system rate deployment.
Rate Testing: Loads and tests rates with product and IT teams to ensure accuracy in production systems.
Business Reporting: Produces and maintains business monitoring reports to track performance metrics.
Report Development: Designs and maintains monitoring reports to support business insights and decision-making.
Data Quality: Detects data issues and communicates findings to relevant stakeholders for resolution.
User Support: Responds to questions from report users and provides clarification on reporting outputs.
Process Improvement: Recommends ideas to streamline and automate processes, improving efficiency and accuracy.
Reserving Support: Assists the senior actuarial team on reserving projects and related analytical activities.

11. Actuarial Analyst Role Purpose

Data Preparation: Produces loss triangle data and premium exposure data to support actuarial analysis and reporting.
Data Validation: Cross-checks data with internal records and accounting and financial files to ensure consistency and accuracy.
Financial Reporting: Produces exhibits for quarterly financial reporting and provides audit support documentation.
IBNR Analysis: Prepares IBNR information, allocation files, audit triangle files, and assists with auditor testing.
Reinsurance Modeling: Produces catastrophe exposure data for reinsurance modeling and broker reporting requirements.
Claims Analysis: Collaborates with accounting and claims staff to collect and evaluate catastrophe claims history information.
Data Processing: Runs AS400 data queries and uses SAS to transform data into usable pricing template formats.
Report Maintenance: Maintains monitoring reports to support ongoing performance tracking and business insights.
Data Quality: Detects data issues, communicates findings, and responds to report user inquiries.
Process Improvement: Recommends improvements to streamline information flows and enhance process efficiency.
Professional Development: Pursues actuarial designations through the CAS exam system to advance technical expertise.
Technical Learning: Gains insurance knowledge, applies actuarial concepts, and learns new analytical skills and techniques on the job.
Training Participation: Participates in internal and external training programs to support continuous development.

12. Actuarial Analyst General Responsibilities

Benefit Calculation: Performs superannuation and other benefit calculations to support actuarial analysis and client requirements.
Funding Valuation: Conducts defined benefit funding and solvency valuations to assess the financial position of funds.
Solvency Monitoring: Monitors the solvency position of superannuation funds to ensure ongoing financial stability.
Accounting Valuation: Prepares accounting valuations for sponsor companies to support financial reporting requirements.
Investment Analysis: Monitors investments and provides recommendations to support fund performance and strategy.
Benefit Design: Assists in advising on superannuation fund benefit design and costing to support client objectives.
Insurance Review: Reviews insurance arrangements and analyzes insurance market conditions to support risk management decisions.
Technology Development: Collaborates with technology teams to design and build retirement projectors and online calculators.
Report Writing: Drafts reports, letters, and emails to communicate actuarial findings and recommendations.
Global Coordination: Liaises with overseas colleagues on multinational client engagements to support project delivery.

13. Actuarial Analyst Key Accountabilities

Reserve Indication: Performs quarterly reserve indications for assigned areas to support actuarial evaluation and reporting.
Technical Estimation: Estimates ultimate technical results by segment and underwriting year to assess portfolio performance.
Data Management: Manages related data processes, ensuring accuracy, consistency, and availability for actuarial analysis.
Reserve Reconciliation: Performs booking and reconciliation of selected reserves to maintain financial integrity.
Process Documentation: Maintains clear documentation of processes and procedures to support transparency and audit requirements.
Management Reporting: Provides summary reports and management information to support business decision-making.
Accounting Compliance: Meets obligations for internal US GAAP and local reporting requirements and audit processes.
Regulatory Reporting: Contributes to regulatory deliverables and IFRS 17 project implementation for legal entities.
Reinsurance Analysis: Supports the production of ceded losses for external retrocession programs on an accident-year basis.
Assumption Review: Participates in assumption analyses to update reserve parameters and provide value-added business insights.
Infrastructure Development: Works on projects enhancing the reserving infrastructure to improve efficiency and analytical capabilities.
Executive Reporting: Prepares quarterly presentations for executive underwriting management and business leadership.
Technical Skills: Applies IT and data management knowledge, including Visual Basic, Business Objects, IFRS 17, Power Query, and Pivot tools.

14. Actuarial Analyst Roles and Details

Actuarial Advisory: Provides actuarial advice, writes reports, reviews junior work, and supports calculations within the team.
Policyholder Support: Responds to policyholder queries from internal teams, ensuring timely and accurate responses aligned with service standards.
Calculation Analysis: Performs manual calculations using Excel to determine policy values and clearly explains methodologies to customers.
Governance Control: Ensures all work follows strong governance frameworks and maintains appropriate controls.
System Maintenance: Maintains and updates quotation systems owned by the team to ensure accuracy and functionality.
Testing Support: Assists with testing activities and provides specifications for calculation requirements driven by regulatory changes.
Analytical Skills: Applies strong analytical and communication skills to support actuarial work and stakeholder interactions.
Technical Skills: Utilizes extensive Excel experience to perform calculations and support actuarial analysis.
Actuarial Knowledge: Applies knowledge of basic actuarial techniques in day-to-day responsibilities and problem-solving.
Quality Focus: Maintains high standards of quality and customer focus in all deliverables and interactions.
Initiative Mindset: Demonstrates a proactive attitude and initiative in addressing tasks and improving processes.

15. Actuarial Analyst Responsibilities and Key Tasks

Tool Development: Develops and deploys tools, templates, and best practices to standardize and accelerate analysis and reporting processes.
Testing Documentation: Performs testing and documentation of actuarial reserving and pricing in collaboration with operating entities and corporate actuarial teams.
Advisory Support: Participates in discussions, providing observations and recommendations from commercial, regulatory, and actuarial standards perspectives.
Data Insights: Designs and implements management information solutions to extract actionable insights from data.
Data Management: Manages, maintains, and provides data across platforms and warehouses aligned with corporate data strategy protocols.
Innovation Support: Contributes new ideas to challenge existing processes and improve actuarial practices.
Ad Hoc Support: Supports operating entities with ad hoc actuarial analysis and business requests.
Technical Skills: Utilizes programming languages and statistical tools, including SQL, Python, R, and Tableau, for analysis.
Problem Solving: Anticipates issues, integrates perspectives, and designs effective solutions to complex challenges.

16. Actuarial Analyst Duties and Roles

Valuation Analysis: Performs valuations and assists in the preparation of reserve review reports to support actuarial assessments.
Business Projection: Performs projections for planning, stress scenario construction, and stress testing activities.
Statistical Development: Develops and enhances in-house statistical capabilities using SAS software for actuarial analysis.
Data Preparation: Prepares periodic data for valuation and monitoring purposes, ensuring accuracy and consistency.
Financial Support: Assists in the financial management of general business operations and performance tracking.
Report Generation: Supports business units by generating required reports for operational and strategic needs.
Technical Advisory: Provides technical support on insurance matters, including marketing, underwriting, and claims management.
IFRS Implementation: Supports the testing and implementation of IFRS 17 operating models and end-to-end system solutions.
Risk Management: Takes accountability for business and regulatory risks and implements appropriate mitigation actions.
Industry Awareness: Maintains awareness of regulatory trends, emerging threats, and technologies to manage risks effectively.
Risk Communication: Identifies potential risks and shares best practices to strengthen risk management processes.

17. Actuarial Analyst Duties

Requirement Analysis: Works with business users and product actuaries to prepare user requirements for product and system initiatives, with an understanding of actuarial worksheets.
System Configuration: Maintains configurable information on point-of-sale insurance systems, ensuring high accuracy and data quality.
UAT Management: Collaborates with team members to prepare UAT strategies, plans, and cases, and executes testing for system development.
Project Coordination: Works with cross-functional teams, including business, vendor, development, QA, and project managers, to ensure timely delivery.
Product Launch: Ensures new product and system initiatives are delivered and launched within scheduled timelines.
Knowledge Sharing: Participates in and shares functional knowledge with team members to support collaboration and learning.
Support Services: Provides on-call support to ensure system stability and issue resolution.
Experience Analysis: Conducts experience analysis, regulatory filings, operating plans, and business forecasts.
Control Compliance: Ensures proper controls aligned with SOX and internal policies are implemented and maintained.
Policy Implementation: Implements company policies and contributes to the achievement of functional business results.

18. Actuarial Analyst Responsibilities

Pricing Analysis: Calculates pricing rate indications for new and renewal business and supports monitoring, planning, and profitability analyses for defined segments.
Regulatory Filing: Prepares premium rate filings, statistical schedules, analyses, and financial statements to meet reporting requirements.
Statistical Research: Performs research, experience studies, and statistical analyses to support actuarial insights.
Model Maintenance: Tests and maintains pricing models and tools to ensure accuracy and reliability.
Data Validation: Conducts experience investigations and validates data to support the quality of actuarial analysis.
Product Support: Provides support for product development and pricing activities across insurance offerings.
Model Execution: Executes and tests pricing models to support business decision-making and performance evaluation.
Actuarial Reporting: Performs daily actuarial work related to financial reporting and analytical requirements.
Valuation Reporting: Performs valuation reporting under IFRS, local statutory bases, and new business frameworks.
Earnings Analysis: Produces source-of-earnings analyses and performs stress testing to evaluate financial performance.
Product Knowledge: Learns the mechanics of UL and IUL life insurance products to support actuarial work.
Statement Preparation: Develops skills to complete UL and IUL annual statements and related reporting requirements.
Policy Calculation: Applies analytical skills to perform policy calculations for UL and IUL annual statements.
Client Communication: Communicates product information and calculations clearly to internal and external stakeholders.

19. Actuarial Analyst Functions

Regulatory Reporting: Assists in the preparation of quarterly and yearly regulatory reports, including MAS forms and industry statistics.
Model Development: Supports new product modeling and maintains the Prophet workspace for actuarial processes.
Valuation Support: Assists with valuation tasks, including experience monitoring and new business value reporting.
Pricing Management: Supports product pricing activities, product filing processes, and reinsurance negotiations.
Product Implementation: Assists in product development tasks, including setup, testing, and maintenance activities.
Technical Support: Provides technical support to internal and external stakeholders across actuarial projects.
Cross-functional: Provides cross-functional support and contributes to ad hoc projects aligned with company initiatives.
Pricing Execution: Executes pricing initiatives, including rollout and rate changes for auto and renters products.
Filing Support: Supports rate filings and engineering implementation for pricing updates.
Statistical Modeling: Uses statistical models to develop rating plans and recommend pricing improvements.
Performance Monitoring: Builds monitoring reports comparing market metrics against strategic goals.
Market Analysis: Evaluates and analyzes market data to inform competitive strategic decisions.

20. Actuarial Analyst Overview

Actuarial Support: Supports the actuarial team on complex trend projects while interfacing with internal and external stakeholders.
Rate Filing: Supports the development of IFP and small group rate filings, collaborating with internal teams and consulting actuaries.
Financial Modeling: Supports the finance team in developing forecasting models and projections to inform executive-level decisions.
Growth Analysis: Conducts modeling, market research, and data analysis to identify growth initiatives, profitable cohorts, and renewal targets.
Reserve Analysis: Prepares monthly reserve triangles for medical products and collaborates with actuaries to set final reserves.
Data Analysis: Performs ad hoc analysis using SQL, SAS, Excel, and Tableau to support actuarial insights.
Pricing Collaboration: Works with consulting actuaries on product pricing and related analytical projects.
Capital Management: Participates in ALM and capital initiatives, including risk analysis, dividend recommendations, and asset allocation.
IFRS Implementation: Supports IFRS 17 implementation, including methodology development and calculation model design.
Regulatory Reporting: Contributes to capital reporting frameworks, including HKRBC, Bermuda requirements, and ORSA processes.
Model Enhancement: Assists in Prophet model enhancements for capital and ALM modeling activities.
Project Support: Supports additional actuarial projects assigned by supervisors across various functions.
Valuation Process: Runs valuation processes, ensuring accuracy and compliance with standards.
Predictive Modeling: Assists in building statistical predictive models to analyze results and generate stakeholder insights.
Model Optimization: Updates models, prepares data, and recommends improvements to enhance valuation accuracy and efficiency.
Reporting Support: Collaborates with the actuarial team to meet reporting requirements and deliver timely outputs.

21. Actuarial Analyst Additional Details

Pricing Review: Assists in the development and execution of pricing and underwriting profitability reviews using statistical insurance analysis and trend evaluation.
Trend Analysis: Analyzes trends, factors, issues, competition, and rate level indications to support pricing and underwriting decisions.
Statistical Modeling: Utilizes statistical modeling and data science techniques with internal and external data to identify loss cost, frequency, and severity drivers.
Portfolio Support: Provides analytical support for portfolio management and expansion plans across geography, product design, and rate filings.
Reporting Development: Collaborates cross-functionally to develop enhanced reporting models and metrics for monitoring portfolio trends and loss drivers.
Insight Delivery: Leads periodic reviews, delivering insights on indications, product development, and reserving to stakeholders.
Process Efficiency: Applies technology solutions to improve the efficiency and scalability of actuarial processes in a growing organization.
Project Execution: Assists in the preparation and execution of projects, including data analysis and predictive analytics initiatives.
Data Processing: Supports data retrieval and manipulation for project work and ad hoc analytical requests.
Actuarial Learning: Learns and applies fundamental actuarial principles to analyze company and industry data for actuarial studies.

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This content is part of Lamwork's career intelligence platform and is developed using structured analysis of real-world job data, including publicly available job descriptions, skill requirements, and hiring patterns.

Lam Nguyen, Founder & Editorial Lead, defines the research framework behind Lamwork's career intelligence platform, including job role analysis, skills taxonomy, and structured career insights.

All content is reviewed by Thanh Huyen, Managing Editor, who oversees editorial quality, content consistency, and alignment with real-world role expectations and Lamwork's editorial standards.

Content is developed through a structured process that includes data analysis, role and skill mapping, standardized content formatting, editorial review, and periodic updates.

Content is reviewed and updated periodically to reflect changes in skills, role requirements, and labor market trends.

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