Candidates report beginning with a recruiter screen focused on domain fit in healthcare and benefits, SQL and BI experience, and whether the analyst can translate business questions from clinical, claims, or pharmacy stakeholders. A second stage is commonly a technical screen, often led by an analytics lead, that tests SQL depth, data validation, and comfort with large relational datasets used for claims, eligibility, authorizations, or pharmacy utilization. Many teams include a case-style interview or take-home style exercise administered and reviewed live, such as building a metric definition, diagnosing a data discrepancy, or outlining an analysis plan for trend monitoring. Final rounds typically involve multiple virtual interviews with cross-functional partners, such as operations, product, or clinical program stakeholders, where the focus shifts to communication, requirements clarity, and how the analyst handles ambiguity and regulated data. Candidates report that end-to-end timelines often run 2 to 5 weeks depending on urgency and the number of stakeholders needed for approvals.
Given claims and eligibility tables, how would you calculate a monthly utilization rate and ensure members are only counted when eligible?
A dashboard shows a sudden spike in emergency department visits. What checks would you run to determine whether it is a real trend or a data issue?
Write SQL to identify members with a first fill of a medication in the last 90 days, excluding members with any fill in the prior 12 months.
Tell me about a time you had to align multiple stakeholders on a single definition of a metric such as readmissions, adherence, or cost per member per month.
How do you approach analysis when working with protected health information and internal policies on minimum necessary data access?
Customer Service Representative
virtual
· Difficulty 2/5
Candidates report starting with an HR or recruiter phone screen focused on eligibility to work, schedule requirements, and interest in member-facing work, typically within 1 to 2 weeks of applying. The next step is often a structured virtual interview with a hiring leader or team lead that emphasizes service scenarios, de-escalation, and accuracy in a regulated environment. Many processes include an online assessment component, commonly covering customer service judgment, basic typing or navigation comfort, and adherence to procedures. Some candidates then complete a second round with an operations manager that drills into attendance reliability, handling sensitive information, and comfort following scripts while still showing empathy. Offers are commonly contingent on background checks and, depending on the team, credentialing and compliance requirements tied to handling health information.
Describe a time a customer was upset and you had to de-escalate the situation while still following policy. What did you say and what was the outcome?
How would you handle a member who insists a claim should be covered but the plan documents show it is not covered?
Walk through how you would explain a deductible, copay, and coinsurance to someone who is confused and frustrated.
Tell me about a time you had to maintain accuracy while working quickly across multiple systems or screens.
What does protecting private health information mean in day-to-day work, and what steps would you take to avoid improper disclosure?
Health Concierge
virtual
· Difficulty 2/5
Recruiter screen, hiring manager interview, scenario-based behavioral, and final.
Walk me through helping a member with a complex insurance issue.
Tell me about handling a difficult member conversation.
Describe collaborating with other teams.
How do you stay patient during high-volume call days?