DoorDash System Design Interview Questions (and How to Answer Them)

DoorDash system design questions almost always come from its own business: three sided marketplaces, live location tracking, order flow, driver matching, routing and payments. Design a food delivery service is the most common one.

The round runs 45 to 60 minutes. You get a broad question and are expected to drive it yourself.

Two details matter more at DoorDash than at most companies. The first is location data at high write rates. The second is matching, which means picking the right driver for the right order in a few seconds.

The Questions You Are Most Likely to Get

QuestionWhat it really tests
Design DoorDash or a food delivery serviceEnd to end marketplace design
Design live driver location trackingHigh write rates, geospatial indexing
Design the order and dispatch matching serviceMatching, queues, timeouts
Design delivery fee or surge pricingStream processing, freshness of data
Design restaurant search and rankingIndexing, geo filters, ranking
Design the notification serviceFan out, ordering, retries
Design payments and payoutsMoney correctness, idempotency
Design route planning for driversMaps data, travel time estimates
Design ratings and reviewsWrite heavy storage, abuse control

How to Answer "Design DoorDash"

Work through the same five steps every time.

Step one: agree on scope. Say what you will build and what you will skip. A good scope is place an order, match a driver, track the delivery, and pay everyone.

Step two: put numbers on it. Say the scale out loud. For example, assume twenty million orders per day and a location update from each active driver every five seconds. Those two numbers drive most of your later choices.

Step three: name the actors. There are three: the customer, the merchant, and the driver. Each one needs its own app, its own view of an order, and its own state machine.

Step four: draw the main path. Customer places an order. The order service writes it and emits an event. The merchant accepts it. The matching service picks a driver. Location updates stream in during the delivery. Payment settles at the end.

Step five: pick two parts and go deep. The interviewer will choose, but if they do not, pick matching and tracking. Those show the most.

The Two Parts That Decide the Round

Live location tracking. Every active driver sends a point every few seconds. That is a very high write rate with very low value per write.

Say the parts out loud. Use a lightweight write path, a time series or key value store, and a geospatial index such as geohash or an H3 style grid. Keep only the recent trail in a hot store. Push updates to the customer through a websocket or long polling connection. Explain why you do not write every point to your main relational database.

Driver matching. A new order must find a nearby free driver in seconds. Model it as a repeated assignment problem, not a simple nearest search.

Explain the candidate set first: drivers inside a radius, free or finishing soon. Then score them by travel time, order value and fairness. Then handle the hard parts: a driver who declines, two orders that want the same driver, and a request that finds nobody. Batching orders for the same restaurant is a strong point to raise.

Trade-offs Worth Naming

  • Consistency where money moves, speed everywhere else. Payments and payouts need strong guarantees. Live locations can lose a point safely.
  • Estimated arrival time is a prediction, not a fact. Say how you would compute it and how often you refresh it.
  • Peak load is short and sharp. Dinner hours produce most of the day's orders. Design for the peak, not the average.
  • Failure is normal. Restaurants go offline and drivers lose signal. Say what happens to the order in each case.

The same question shapes come up across the delivery and ride hailing world. These pages cover them.

How to Prepare

  • Learn the building blocks first. Load balancing, sharding, caching and queues come up in every answer. Grokking System Design Fundamentals covers them.
  • Work real case studies. Grokking the System Design Interview includes ride hailing and delivery style designs that map directly onto DoorDash.
  • Study geospatial indexing properly. Know geohash, quad trees and hex grids, and know when each one is the right pick.
  • Rehearse the delivery design out loud twice. Once in 45 minutes, once in 20. The short version teaches you what matters.
  • Prepare the behavioral round too. See top DoorDash behavioral interview questions.
  • Get one round of live feedback. A mock interview shows you where you lose the interviewer.
TAGS
System Design Interview
CONTRIBUTOR
Arslan Ahmad
Arslan Ahmad
ex-FAANG engineering manager and author or Grokking series.

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