Intuit's Data Scientist interview is different from the classic "train a model and talk about ROC curves" loop. The process is more applied, more product-facing, and much more focused on whether you can connect analysis to customer and business outcomes. If you are preparing for it, think less about research depth and more about judgment, metrics, experimentation, and communication. You should expect a process that runs about 2 to 6 weeks and usually includes 4 to 6 stages. The exact order varies by team, but the pattern is pretty consistent. Interview process overview 1) Recruiter screen This first call is usually 15 to 30 minutes. The recruiter is checking role fit, level alignment, communication, and whether your background matches the team. Expect questions like: Why Intuit? Which Intuit products interest you? What kind of data science work have you done? What business impact came from your past projects? This round sounds simple, but it matters.…