Simple and straightforward. First round with an associate and follow up was a week later. Combination of basic behavioral and straight to technicals after. How to evaluate a company's creditworthiness, why do we need to adjust EBITDA, etc.
Spoke with a recruiter based in a different location through Teams. Recruiter goes over candidates with Exec, and then 1 on 1 interview with executive - in person to get a feel.
From what I’ve seen on Glassdoor and my own experience, the process is usually split into two parts.
HR round is more about behavioral fit and motivation — why this role, why the company, and how you communicate.
Hiring manager round goes much deeper. They typically walk through your resume in detail, especially your projects. They focus a lot on:
how you manipulated and cleaned data
how you approached business problems
and how you handled challenges like imbalanced datasets
For example, they might ask what techniques you used — like resampling, class weighting, or choosing the right evaluation metrics like recall or AUC
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