Preparing for a IRI (Circana) Interview?

Company Overview

IRI, now operating as Circana following its 2024 merger with IHS Markit's consumer intelligence division, is a global leader in market research and consumer data analytics. The company serves major retailers, manufacturers, and consumer brands with advanced analytics, pricing intelligence, and shopper insights across physical and digital channels. With over 4,000 employees worldwide and a presence in 100+ countries, Circana is distinctive for its unmatched retail data infrastructure and AI-powered analytics capabilities.

Culture Signals

• Data-Driven Decision Making: Candidates should demonstrate comfort with metrics, analytics, and evidence-based reasoning across all discussions.
• Client-Centric Problem Solving: IRI values those who think about end-user impact and can translate complex data into actionable insights for enterprise clients.
• Curiosity About Consumer Behavior: Interviewers look for genuine interest in retail trends, shopper psychology, and market dynamics, not just technical execution.
• Collaborative Cross-Functional Work: The company emphasizes teamwork across data science, product, sales, and client success—expect questions about how you've worked across departments.
• Adaptability in Evolving Markets: Given the rapid shift to e-commerce and digital data, IRI values candidates who embrace change and can navigate ambiguity.

Common Interview Questions

1. Tell me about a time you had to communicate complex data insights to a non-technical stakeholder. How did you approach it, and what was the outcome?
2. Describe a project where you identified a gap in existing data or processes. How did you propose a solution, and what obstacles did you face?
3. Walk me through your experience with retail data, point-of-sale systems, or e-commerce analytics. What patterns or trends have you noticed in consumer behavior?
4. How would you approach building or improving a data product for a major CPG brand trying to understand their market share and competitive positioning?
5. Tell me about a time you disagreed with a colleague or manager about how to interpret data or approach a problem. How did you handle it?

Salary Ranges

Compensation at Circana varies by role and experience level. Data Analysts typically earn $60,000–$85,000 annually; Senior Analysts range from $85,000–$120,000. Software Engineers start at $90,000–$130,000, with Senior Engineers reaching $130,000–$170,000. Product Managers generally earn $110,000–$155,000, while Principal roles command $150,000–$200,000+. These ranges reflect base salary and exclude bonuses, equity, and benefits, which typically add 15–25% to total compensation. Market-rate adjustments apply for high-cost locations like New York and California.

Interview Process

• Application & Screening: Submit resume and cover letter; recruiter screens for role fit and relevant experience (1–2 weeks turnaround).
• Phone/Video Screening: 30–45 minute conversation with recruiter covering background, motivation, and basic technical or analytical competencies.
• Technical or Case Interview: 60–90 minute session with hiring manager or senior team member; may include data analysis exercises, SQL queries, or case study discussions depending on role.
• Team/Cross-Functional Interviews: 2–3 rounds with different stakeholders (product, engineering, business operations) to assess collaboration and cultural alignment.
• Offer Stage: Final decision and offer extended; negotiation and onboarding logistics follow (typically 1–2 weeks from final interview to offer).