What candidates report for D. E. Shaw Business Analyst interviews: a case study at the center, probing follow-ups on strategy and data work, and a debrief on your reasoning. Includes pay estimates and prep tips.
$123K
Avg. Base Comp
$170K
Avg. Total Comp
Not reported
Typical Rounds
Not reported
Process Length
The clearest theme across candidate reports is the case study. One Business Analyst candidate described a fast, analytical conversation that moved from background questions into strategy and how they would evaluate companies or potential deals, with an interviewer who kept asking follow-ups. A second candidate, who interviewed for a Business Analyst internship, reported a resume screen, a short open-ended application form, a casual 30-minute Zoom call, a take-home case study with a few days to complete, and then a 90-minute Zoom call with two interviewers who walked through the analysis and asked behavioral questions.
Both reports suggest interviewers care about how you defend your thinking, not just the answer. The data question one candidate remembered was probed on how the work was approached rather than the result. The internship candidate also described hypotheticals, such as what to do if your presentation file is deleted the night before a talk. Prepare a concise data example and practice explaining your assumptions out loud.
A third report, for a strategy role reached through an agency, described a three-hour take-home case study with no earlier conversation, followed by about two weeks of silence and an automated rejection. That is one person's experience and a different role, so don't treat it as the standard path. It is a reminder to ask about the process and timeline early and to follow up after submitting.
All three reports ended without an offer. The common thread was structured analysis and clear communication, so rehearse walking someone through a case from framing to recommendation, and be ready to defend each step.
Synthesized from 3 candidate reports by our editorial team.
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Real interview reports from people who went through the The d. e. shaw group process.
The whole process felt disorganized from the start. I was initially submitted for one role through an agency, but they pivoted me to a different position without much explanation, then said they were interested in moving forward. At that point I was expecting a conversation with someone from HR or the team, but instead I was handed a take-home case study with no context and no prior conversation — just a three-hour project dumped on me to complete. The case study itself wasn't particularly difficult, which made the experience even more frustrating. I submitted it and then waited. Two weeks passed with nothing. Eventually I got an auto-rejection email with no feedback. It felt like the company was testing me in a vacuum, which honestly soured my perception of the whole organization, regardless of what the role actually was. If they had just done an initial conversation before throwing a case study at me, or if they'd actually responded within a reasonable timeframe, the experience would have been completely different. The lack of basic courtesy and communication made me question whether I'd even want to work there.
Prep tip from this candidate
Be wary if you're asked to do a substantial take-home case study without any prior conversation or round with a real team member — it's a red flag for how the company treats candidates. If you do proceed, set a time limit for yourself and don't over-invest; follow up proactively after submission rather than waiting passively for feedback.
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Sourced from candidate reports and verified by our team.
Topics based on recent interview experiences.
Featured question at The d. e. shaw group
How would you negotiate and resolve disagreements when a client rejects your proposed solution?
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| 2nd Highest Salary | |
| Empty Neighborhoods | |
| Find the Missing Number | |
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| Rolling Bank Transactions | |
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| Paired Products | |
| Employee Salaries | |
| Size of Joins | |
| 500 Cards | |
| Total Spent on Products | |
| Get Top N Frequent Words | |
| Top 3 Users | |
| Bagging vs Boosting | |
| Subscription Overlap | |
| Duplicate Rows | |
| Button AB Test | |
| Google Maps Improvement | |
| Scrambled Tickets | |
| Comments Histogram | |
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| Top Three Salaries | |
| Closest SAT Scores | |
| Slacking Employees Salaries | |
| Last Transaction | |
| Assumptions of Linear Regression | |
| Third Purchase | |
| Monthly Customer Report | |
| P-value to a Layman |
Synthesized from candidate reports. Individual experiences may vary.
One internship candidate describes a resume screen followed by a short application form with open-ended questions, which they felt gave the team a sense of how applicants think. Other candidates did not mention this stage, so treat it as one possible way in rather than a fixed step.
The internship candidate describes a casual 30-minute Zoom call with someone from the team, focused on background and interests. Another candidate, reached through an agency, reports being sent a case study with no such conversation, so this step may not be consistent.
Candidates report a take-home case study. One had a few days to complete it and called it a meaningful analytical exercise. Another reports a three-hour task they found not especially difficult. Expect to explain your approach later, so keep notes on your assumptions.
The internship candidate reports a 90-minute Zoom call with two interviewers who walked through the case, challenged the reasoning, and asked behavioral and hypothetical questions. A Business Analyst candidate reports strategy and deal-evaluation discussion with repeated follow-ups and a probing question about past data work.
