Take-Home Assignments
An asynchronous work sample test given to candidates to complete outside of a live interview.
Definition
A take-home assignment is an asynchronous work sample — such as a coding project, data analysis, strategy memo, or design prototype — that a company asks a candidate to complete independently and return within a set timeframe (typically 24–72 hours). Take-homes are common at startups and some growth-stage companies as an alternative or supplement to live technical interviews, and are standard in roles like data science, product design, and content strategy.
Why It Matters in Interviews
Take-home assignments give candidates the chance to demonstrate real-world output quality without the pressure of a live coding screen. A HackerRank 2023 Developer Skills Report found that 58% of companies use some form of work-sample test in their hiring process. However, they also create a time cost: the average take-home takes 4–8 hours to complete, which is why some candidates decline to proceed if the scope feels unreasonable for the stage of the process.
How to Use It
Before starting: clarify the evaluation criteria and expected time investment. Treat it like production-quality work — not a rough draft. Document your decisions and trade-offs explicitly. If there are gaps in the brief, state your assumptions clearly and proceed. Submit slightly ahead of the deadline to signal reliability. Related reading: System Design Basics and Mock Interview.
Quick Tips
- Read the brief twice before writing a line of code or slide.
- Structure your submission with an executive summary — evaluators often skim before diving in.
- Explicitly call out what you would do differently with more time — it shows engineering judgment.
- If the time estimate seems unreasonable (e.g. 20+ hours for a first-round screen), it is acceptable to clarify scope with the recruiter.
FAQ
Should I ask clarifying questions before starting?
Yes, briefly. One focused email with 2–3 specific questions is fine and shows professionalism. Avoid over-asking — some ambiguity is intentional to see how you handle it.
How much time should I really spend on a take-home?
Spend the time stated in the brief, or less. Going significantly over suggests poor scope estimation, which itself is evaluated. A tight, well-scoped submission beats an exhaustive one that took 3x the time.