Initial Assessments
Candidates typically start with various assessments, including online tests focused on numerical, aptitude, and behavioral scenarios, which help gauge their basic skills and fit for the role before moving to interviews.

Real, anonymous reports from people who interviewed for Data Analyst at Experian, newest first and distilled into what to expect across the loop.
My interview experience started with a prerecorded video component, and it felt pretty easy to step into—more like a low-pressure way to introduce myself than a live interrogation. Along with that, there was an online assessment focused on basic skills.
My journey was a multi-round setup that depended on the team, and mine ended up following a familiar rhythm: a first behavioral-focused conversation, then a later stage with more technical weight mixed in. By the final round, I was on site and speaking with multiple analysts and managers, so the level of scrutiny felt higher as the process went on.
Candidates typically start with various assessments, including online tests focused on numerical, aptitude, and behavioral scenarios, which help gauge their basic skills and fit for the role before moving to interviews.
A common first step is a recorded video interview where candidates answer competency questions at their own pace, which many find less stressful than live interviews and allows for multiple takes.
The interview process generally includes a mix of behavioral interviews focusing on past experiences and situational responses, followed by technical interviews that may involve SQL and analytical thinking questions.
Final rounds often involve on-site or panel interviews with multiple team members, where candidates face a higher level of scrutiny and are asked to demonstrate their analytical skills through practical scenarios.
Candidates generally describe the difficulty of the process as average, with a well-structured flow that allows for clear communication and feedback throughout the stages, although experiences can vary based on individual interviewers.
Many candidates wish they had prepared more for the technical aspects, particularly SQL and analytical problem-solving, as these were emphasized in the interviews and required deeper understanding than anticipated.