Online Assessment
Candidates typically start with a timed online assessment focused on math, statistics, and programming, which can vary in difficulty and format, often requiring quick problem-solving under pressure.

Real, anonymous reports from people who interviewed for Data Scientist at Drw Holdings, newest first and distilled into what to expect across the loop.
After the recruiter touchpoint, the process moved fast into a technical screen where I was pushed to answer probability and stats–style questions quickly, with an interviewer who also worked closer to trading. The overall feel was that the questions were familiar in type, but the timing mattered a lot, and I could tell they wanted crisp reasoning under pressure.
The process felt very lightweight and straightforward. I introduced myself based on my resume, and we touched on a few questions tied to my prior experience. The final step was a short brain teaser that seemed more like a routine check than a major component of the interview.
Candidates typically start with a timed online assessment focused on math, statistics, and programming, which can vary in difficulty and format, often requiring quick problem-solving under pressure.
Following the assessment, candidates engage in multiple technical interview rounds that delve into quantitative problem-solving, with a strong emphasis on explaining reasoning and applying mathematical concepts relevant to finance and trading.
Initial interviews often include a discussion of the candidate's resume and prior experiences, but the focus quickly shifts to technical skills, with some candidates noting that this part felt less critical than the technical evaluations.
Candidates report a significant emphasis on time management throughout the process, with many feeling that the ability to perform under tight time constraints was a key evaluation criterion.
There are varied experiences regarding the online assessments, with some candidates finding them straightforward while others describe them as challenging and poorly phrased, leading to confusion and time management issues.
Most candidates report not receiving offers, often feeling that the rejection was tied to performance in the assessments and technical rounds, with some expressing uncertainty about how their backgrounds aligned with the company's expectations.