A little perspective goes a long way.

“You will build models” can describe both an occasional project and a recurring reporting process. Ask for examples of deliverables and the calendar, not only a list of software.

A realistic task map

In a pricing team, recurring tasks can include exposure checks, indication refreshes and portfolio monitoring. A project could replace a rating variable or automate a reviewed workbook. In reserving, data reconciliation and close exhibits recur; revised segmentation or a method comparison can be a project.

These are illustrative work patterns, not claims about the daily schedule at a particular employer.

What makes an analyst’s work reviewable

A reviewer should be able to identify the source extract, valuation or effective date, assumptions, code or workbook version, reconciliations and explanation of changes. A correct answer without that chain may be difficult to approve or reproduce.

For an automation task, success is more than fewer clicks. Run the new process against the reviewed old process, explain differences, document exceptions and assign an owner. Saving time while hiding a data-quality issue is not an improvement.

Questions for the team

• Which deliverables repeat monthly, quarterly or annually?
• Who reviews a new analyst’s analysis, and what does that review involve?
• How much work is an independent project versus supporting an existing process?
• Who implements the recommendation after the actuarial analysis is complete?

The mix changes with reporting deadlines, product launches and team size.

Reading sources

• CIA · Standards of Practice
• CAS · Exam 5 readings and resources

ActNet editorial guide · October 1, 2026 · Original illustrative examples.

Consulting work is organised around a client decision and an agreed scope. A reserve review, pension valuation and pricing implementation have different data needs, methods and outputs.

Start with the engagement questions

What entity and period are covered? What reporting or regulatory basis applies? What data are the client supplying? Is the actuary estimating a result, reviewing another team’s work or helping implement a process? Who may rely on the report?

A concrete reserve-review example

A client requests an independent review of a motor portfolio at a quarter-end date. An analyst can reconcile the supplied triangles, compare development selections, investigate large claims and prepare alternative estimates. The report should explain scope, data limitations, methods, uncertainty and the conclusion. It should not silently expand into a review of every line of business.

The manager coordinates questions and reviews the analysis; the responsible actuary determines the professional conclusion. Junior analysts often prepare exhibits and documented checks rather than presenting an unreviewed opinion directly to the client.

The cadence

Recurring engagements create annual or quarterly cycles. Transactions, remediation and new model implementations create project peaks. Time budgets, data delays, peer review and client communication shape the workflow alongside the technical work.

For a vacancy, ask which deliverables the team produces and what responsibility the analyst has for data, client contact, review and implementation.

Reading sources

• CIA · Standards of Practice

ActNet editorial guide · October 1, 2026 · Original illustrative examples.