Introduction to the Take-home Assignment
In this lesson, we’ll break down the following aspects of a take-home assignment:
- Purpose of take-home assignments
- What to expect
- Types of questions
- Time commitment
- When to choose to do a take-home
Purpose of take-home assignments
Take-home assignments demonstrate execution. They help you prove your technical ability, problem-solving skills, and ability to translate your thinking into action.
Startups are more likely to give you take-homes because they are much more concerned with execution.
What to expect
The assignment might show up in one of two different stages:
- At the beginning of the interview loop to filter out lots of candidates, most of whom usually don’t complete this work. This is more common.
- At the very end, in the form of a presentation given to an interviewer or panel. This is less common.
Types of questions
Most often, you’re given a dataset and a directional task (e.g. “Improve the business”), but there are more and less defined versions of this challenge. Much more often than not, you will at least be given a dataset.

The image below distinguishes the different types of take-home assignments (defined task vs. open ended), where you’re likely to receive them, and what you’re evaluated on.

Time commitment
A take-home interview usually takes several hours (4-8), but it can take a bit longer (1-2 days). If this is not explicitly stated, try to clarify expectations with your interviewing team. It can take 30-50% more time than your interviewing team will tell you it does.
Consider doing the assignment in 2-3 sessions split over a couple days, because a new idea might strike you as you spend more time on the problem.
Choosing to do a take-home
While doing a take-home assignment is typically considered a positive sign of interview progression, here are some settings where it might not make sense for you:
- You’re fairly senior and have a strong track record.
- You’re in the middle of several interviews for other roles, so putting a lot of time into this exercise might limit your ability to show up strongly for the others.
- You’re not given a clear sense of what comes after the take-home. If you’re investing hours into this work, you should know what the rest of the process looks like.
Multiple take-homes can be a red flag. If companies have multiple take-homes, they should be transparent about the process and reasons for the bigger workload.
If you’ve chosen to proceed with a take-home, we’ll cover what makes for great output in settings where the task and dataset are defined, as well as settings where they may not be.