Plan the First Ninety Days in a New Trading Market

Quick Overview

You are asked to lead research for a new market such as crypto. Define the target user and problem, choose measurable goals, prioritize the experience, and explain experiments, risks, and trade-offs.

Plan the First Ninety Days in a New Trading Market

Company: Jump Trading

Role: Data Scientist

Category: Product Design & Strategy

Difficulty: medium

Interview Round: Onsite

# Plan the First Ninety Days in a New Trading Market You are asked to lead research for a new market such as crypto. Present a three-month plan from data validation through factor research and a go/no-go recommendation. ### Constraints & Assumptions - No performance claim may precede out-of-sample evidence. - Market-specific microstructure may differ from existing markets. ### Clarifying Questions to Ask - What instruments, horizon, and constraints apply? - What data and execution access already exist? ### What a Strong Answer Covers - Milestones, data quality, hypotheses, backtests, costs, risk, and decision gates. ### Follow-up Questions - Why might an order-book factor fail only here? - What would stop the project early?

Quick Answer: You are asked to lead research for a new market such as crypto. Define the target user and problem, choose measurable goals, prioritize the experience, and explain experiments, risks, and trade-offs.

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Aug 8, 2026, 12:00 AM
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Plan the First Ninety Days in a New Trading Market

You are asked to lead research for a new market such as crypto. Present a three-month plan from data validation through factor research and a go/no-go recommendation.

Constraints & Assumptions

  • No performance claim may precede out-of-sample evidence.
  • Market-specific microstructure may differ from existing markets.

Clarifying Questions to Ask Guidance

  • What instruments, horizon, and constraints apply?
  • What data and execution access already exist?

What a Strong Answer Covers Guidance

  • Milestones, data quality, hypotheses, backtests, costs, risk, and decision gates.

Follow-up Questions Guidance

  • Why might an order-book factor fail only here?
  • What would stop the project early?
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