Pay for Take-Home Assignments. Here Is Why.

If your take-home assignment takes a candidate more than two hours, you should be paying for it.

I used take-home assignments for years without paying anyone. I never even thought about it. They were a normal part of every process I'd ever sat on either side of, and the question of compensating candidates for the time they spent on them simply didn't come up. Then a founder I work with – Mike – mentioned in passing that his company's take-home was paid. I asked him why. He said: "A better question is why not?"

Just like that, my mind was changed. And the more I thought about it, the harder it was to defend the version where the work is unpaid.

Why take-home assignments are actually good

Before getting to the part about paying for them, it's worth saying clearly: take-home assignments are one of the best evaluation tools you have. Done well, they are a microcosm of the job. You see how a candidate frames a problem, how they prioritise, what they ship, how they explain what they did, and how they take feedback. None of that comes through cleanly in a forty-five-minute live interview, no matter how structured.

Work-sample evaluations are also among the most predictive instruments in selection psychology. Schmidt and Hunter's foundational meta-analysis, and the more recent updates to it, consistently place work samples at or near the top of the list of single predictors of job performance – well above unstructured interviews and, in most cases, above structured interviews on their own.

So this isn't an argument for ditching take-homes. It's an argument for fixing the bit of them that's quietly costing you the candidates you most want.

Why not paying for them fails

The thing nobody told me when I started using take-homes is that they are a candidate-experience cliff. You've spent weeks attracting the candidate, screening their CV, running an intro call where they liked you and you liked them. Then you send them a four-hour assignment and ask them to fit it around their actual job, their family, and the three other companies they're also talking to.

For the strongest candidates, that ask collides with two uncomfortable truths.

First: their time has a known dollar value. Strong candidates either know their hourly rate or can calculate it in their head in two seconds. When you ask them to spend four hours of unpaid effort, you are asking them to donate – on a back- of-the-envelope basis – a few hundred dollars of work to your evaluation process. That's a real cost to them and a free input to you. They notice.

Second: they have parallel options. A strong candidate is rarely interviewing in just one place. If you have a four-hour assignment and the company they're also talking to has a one-hour paid assignment, the paid one quietly moves to the top of their queue. The deciding factor isn't that yours is "too long" – it's that theirs has signalled, in the most direct way possible, that the candidate's time is being valued. You don't see the trade-off they made. You just see your conversation slow down.

And once they're at the bottom of the list, the third uncomfortable truth follows: the candidates who DO complete unpaid take-homes are not, on average, the candidates you want most. The willingness to do free work for a single employer correlates weakly with capability and strongly with desperation. That's a terrible sorting function.

What the data shows

The funnel data backs this up. The interview / assessment stage has the highest dropout rate of any stage in a typical hiring funnel – roughly 25%. That's after you've done the hard work of attracting and screening, and right before the offer. A quarter of the people you've already invested in choose not to continue.

The bigger the time ask, the worse it gets. 42% of candidates withdraw when the hiring process takes too long. An unpaid four-hour take-home isn't just four hours – it's four hours plus the time the candidate spends rearranging their week to fit it in.

And the candidate-experience signal is direct: candidates who feel they were respected during a hiring process – including being compensated for substantial work – are dramatically more likely to accept the offer if it comes, recommend the company to others, and re-apply to future roles. The reverse is also true. A candidate who feels exploited by the assessment stage tells the rest of their network. Strong networks talk.

The obvious push-back

The fairest objection: "If we pay everyone, we'll be paying lots of people we never hire. The unit economics don't work."

It's a real concern but a smaller one than it looks.

The first lever is selection. You should not be sending a paid take-home to fifty candidates. You should be sending it to a much smaller, pre-screened shortlist – the ones who have already passed an intro conversation and a CV check, and whose intent and baseline qualifications you've already established. If your funnel sends a take-home to fifty people, the take-home isn't the problem; your screening is. Tighten that, and the cost of paying the people who do reach this stage becomes very modest.

The second lever is amount. Paying for a take-home doesn't mean paying market consulting rates. A flat $50 to $200 fee is enough to communicate that you value the candidate's time, and it's below the threshold where it would distort the candidate's motivation. Across a shortlist of, say, six finalists, that's $300 to $1,200 of total spend on a hiring process whose other costs almost certainly run into the tens of thousands.

Worth comparing that figure to the cost of a regretted hire, which most studies put at 30% of the role's first-year salary. For an $80k role, that's $24,000 of cost when you get it wrong. Paying for take-homes is one of the cheapest possible improvements to the assessment quality of the stage that's most likely to lose you the right candidates and keep you the wrong ones.

How to actually do it

A few rules of thumb that work across most roles.

1. Cap the time. Most assignments should fit inside two to four hours. Be honest about how long it'll take – if you give an "easy two-hour task" that you secretly know runs to six, candidates spot it within a week of the recruiting industry talking to itself.
2. Pay anything over two hours. The most common structure is a flat fee scaled to seniority – $50 for an entry role, up to $200 for senior or principal-level work. Hourly is fine too, at a fair rate. The exact number matters less than the signal.
3. Pay every shortlisted candidate equally. Including the ones you don't end up hiring. The whole point is that you valued their time. Skipping people for ad-hoc reasons undoes that.
4. Send a real, narrow brief. A specific, job-relevant task with clear deliverables and an honest scope beats a vague "design our marketing strategy". The narrower the brief, the easier it is for the candidate to do their best work inside the time, and the easier it is for you to evaluate on like-for-like terms across the shortlist.
5. Always give feedback. Especially to the candidates who didn't progress. They put in real time. They deserve a real reply.

Where lemonly fits

We built lemonly partly because getting to a tight, well-screened shortlist is the only way the whole "pay for take-homes" calculation actually works. Our candidate screening product evaluates every applicant against your specific role criteria before anyone sees an interview, so the people you do invite into an assessment stage are pre-qualified. That makes the cost of paying for the take-home a rounding error in the budget – and it gets you the candidates who treat their time like it has value, which are usually the ones you want.

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Common objections, answered

What's a fair amount to pay for a take-home assignment?

For most knowledge-work roles, a flat fee of $50 to $200 works. Scale by seniority and by how much real time the assignment will take. Hourly is fine too, at a fair rate. The amount matters less than the gesture – the goal is to communicate that you value the candidate's time, not to compete with their day rate.

Won't paying mean we attract candidates who are just doing it for the money?

Almost certainly not. $50 to $200 is below the threshold where anyone is doing the assignment for the money – it's the difference between feeling respected and feeling exploited. Candidates who are willing to do an unpaid four-hour assignment are not, in aggregate, the candidates with the most options. The sorting function works the wrong way round.

Should we pay even candidates who don't progress?

Yes. The whole point is that you valued the time they put in. Excluding people retroactively because they "weren't strong enough" undoes that, and word gets around. Pay everyone who completes the assignment, equally, on the same terms.

What if our process already uses an AI-graded take-home?

The argument doesn't change. The candidate is still spending their time. Whether you grade it with a person or a model, the respect signal works the same way. If anything, an automated grade plus a paid task is one of the cleanest combinations available – fast, fair, and respectful.

Key takeaways

• Take-home assignments are one of the most predictive evaluation tools you have. The problem isn't take-homes; it's unpaid ones.
• The interview / assessment stage already has the highest dropout rate in the funnel (~25%); 42% of candidates withdraw when the process takes too long. Unpaid four-hour tasks compound both.
• Strong candidates with options read an unpaid task as a signal about how their time will be treated if they take the job, and they leave. The candidates who stay are not, on average, the candidates you want most.
• $50–$200 a candidate, on a tight shortlist of pre-screened finalists, is a small cost compared to the ~30% of first-year salary that a regretted hire costs.
• Pay everyone on the shortlist, equally, on the same terms. And give honest feedback – especially to the candidates who don't progress.