The SIG Take-Home Data Exercise + On-Site Presentation interview is stage 4 of 7 in the SIG interview process, after the Quant / Technical Phone. Format: 3-day take-home · then an on-site project presentation round. Quant research candidates in the 2027 cycle report a three-day take-home on one stock's trade data: design a trading strategy under position and timing limits, submit a short report with code, then present it on site to reviewers who probe your assumptions and data choices.
Preparing for this round? Practice the 1 questions mapped to the SIG Take-Home Data Exercise + On-Site Presentation, with worked solutions. A free account saves your progress.
What the Take-Home Data Exercise + On-Site Presentation tests
QuantVault maps 1 practice problem to this round. By topic, the biggest groups are market microstructure (1); by difficulty, 0 easy, 0 medium and 1 hard.
Who takes this round: Trader / Quant Researcher candidates. See the full SIG process and who takes each round.
How to prepare for the Take-Home Data Exercise + On-Site Presentation
- Frame it as strategic interaction, not just statistics. The reviewers steer you toward game-theory reasoning about how other traders respond — anticipate that.
- Defend your EDA and assumptions explicitly. One reviewer's whole job is to stress-test your data choices; show you considered look-ahead bias and overfitting.
- Make the strategy's edge legible. A clear, well-justified simple strategy beats an opaque complex one.
- Make every trader claim testable. Evaluate fills with markouts over several horizons, adjust for any drift in the stock, and check significance before calling a trader informed; the presentation round asks how confident you are that an edge will persist.
Further reading: How quant superdays work · Market-making game interview guide · Behavioral questions at trading firms.
Question types in this round
The 1 largest question types in the SIG Take-Home Data Exercise + On-Site Presentation practice set. The questions themselves, with worked solutions, are in the round practice.
Market Microstructure1 in this round
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Frequently asked questions
What is the SIG Take-Home Data Exercise + On-Site Presentation interview?
It is stage 4 of 7 in the SIG interview process, after the Quant / Technical Phone. Format: 3-day take-home · then an on-site project presentation round. Quant research candidates in the 2027 cycle report a three-day take-home on one stock's trade data: design a trading strategy under position and timing limits, submit a short report with code, then present it on site to reviewers who probe your assumptions and data choices.
What questions come up in the SIG Take-Home Data Exercise + On-Site Presentation interview?
The practice set QuantVault maps to this round centers on market microstructure.
How should I prepare for the SIG Take-Home Data Exercise + On-Site Presentation interview?
Frame it as strategic interaction, not just statistics. The reviewers steer you toward game-theory reasoning about how other traders respond — anticipate that. Defend your EDA and assumptions explicitly. One reviewer's whole job is to stress-test your data choices; show you considered look-ahead bias and overfitting.
What comes after the Take-Home Data Exercise + On-Site Presentation?
The Market-Making Game + EV Games (stage 5 of 7). Format: Interactive · with a trader.
Practice the SIG Take-Home Data Exercise + On-Site Presentation round
Work the 1 mapped practice problems with progress tracking, then move to the next stage of the SIG funnel.