One task, a hard time cap, a fair fee, and a rubric you write before you send it.
Send finalists one task close to the real job. Cap it at 2 to 3 hours, pay a flat fee of about $100 to $300, and write the rubric first. Say how AI may be used, then review the work live for 30 minutes. Long unpaid take-homes lose strong builders.
You hire a builder to build, so most published hiring advice for these roles includes a build task. Where it splits is the format: a take-home, a live build, or a paid trial day. Here’s how six guides and hiring processes size it.
| Who | Format | Length | Paid? |
|---|---|---|---|
| Clay’s hiring guide (April 2026) | Take-home prompts | One prompt is timed at 60 minutes. The others aren’t timed on the page. | Not stated |
| Apollo (April 2026) | Live build in the interview | 90 minutes | Done inside the interview |
| Databar (May 2026) | Take-home | 2 to 4 hours in the task (one heading says 4 to 6) | Yes, $200 to $300 |
| GTME Pulse (March 2026) | Take-home Clay build | 2 to 3 hours | Not stated |
| Yardstick (undated) | Work samples, as a take-home or onsite | Take-homes 2 to 3 hours at most, or 60 minutes onsite | Not stated |
| PostHog, for marketing hires | A "SuperDay" of real work, like a piece of content | One full day | Yes, amount not published |
Our GTM engineer interview questions compare the full Clay, Apollo, and Databar loops. Here’s how to pick the format:
Candidates notice when a take-home goes wrong. One Clay candidate reported more than 40 hours on an unpaid assignment, with scoring criteria they called ambiguous (Taro, May 2025). The same report warns that anyone who didn’t already use Clay would have to learn it first. A task like that tells a candidate how you’ll treat their time once they work for you.
Send it to two or three finalists, never the whole pipeline. Same brief, same rubric, same deadline for each.
Set one flat fee per role and pay it to every finalist who submits, whether or not they advance. A fair way to size it: the role’s U.S. base salary divided by 2,080 working hours, times the hours you’re asking for.
| Role | U.S. base benchmark | Hourly equivalent | Fee for 3 hours |
|---|---|---|---|
| GTM engineer | $159,000 median (Cargo, July 2026) | About $76 | About $230 |
| Marketing engineer | $135,000, the low end of Profound’s posted band (May 2026) | About $65 | About $195 |
| AI automation specialist | $74,722 average for a marketing automation specialist (Payscale, July 2026) | About $36 | About $110 |
Databar suggests $200 to $300 for its GTM engineer take-home. When in doubt, round up. The fee is small next to a wrong hire. A U.S. GTM engineer at the $159,000 median costs about $18,900 a month with benefits: $159,000 ÷ 0.70 ÷ 12, because benefits were 30.0% of total compensation for private-industry workers in June 2026, per the Bureau of Labor Statistics. A $230 task is about 1% of one month.
Each brief fits in 2 to 3 hours if you prepare the inputs first.
| GTM engineer | Marketing engineer | AI automation specialist | |
|---|---|---|---|
| You give them | 30 recent inbound sign-ups with names removed, your ICP in one paragraph, and your routing rules | One product page, your brand guidelines, and 20 recent customer reviews with names removed | Two CSV exports from the same week: ad spend by campaign, and new CRM leads by source |
| They build | A table or workflow that enriches each sign-up, scores fit with a reason, and assigns an owner | An AI step that picks the six strongest reviews, tags each by use case, and drafts a proof section on a staging copy of the page, published only after a person approves | A workflow that joins the two files into a weekly cost-per-lead summary, sends it by email or Slack, and alerts someone if a file is missing |
| They write | A note for sales ops: how a rep would spot a misrouted lead, and the cost per sign-up | A handoff note: where the prompt lives, how to add new reviews, and what the approval step checks | A runbook: the schedule, the failure alerts, and how to add a third source |
| In the review, change one thing | "Send accounts over 500 employees to the AE team." | "Only use reviews from the last 12 months." | "The CRM export now uses different column names." |
Want a full rubric to go with a brief? Our GTM engineer interview questions score an outbound build out of 25, and our marketing engineer interview questions weight a scorecard build by category. For the automation role, start with how to hire an AI automation specialist.
The rubric matters less than how you use it. Two finalists who send the same quality of work should get the same score, whoever reads it first.
Each role also needs one line the others don’t:
| Role | Add this line to the rubric | What a strong answer shows |
|---|---|---|
| GTM engineer | Routing accuracy | Every sign-up lands with the right owner, and the misroutes are easy to find |
| Marketing engineer | Brand and accuracy of what ships | Nothing reaches the page without a person’s approval, and the copy reads like your brand |
| AI automation specialist | Safe to run twice | A rerun doesn’t double the numbers or send the report twice |
In the submission:
In your process:
When to skip the take-home: if a candidate has shipped work you can open and run, a 60-minute live walkthrough of it tells you as much. And if you need one project built, hire a freelancer for that project at their rate. A take-home is for choosing a full-time hire who’ll build for you every month.
We recruit, vet, and pay Marketing Engineers, who build GTM systems, marketing pages and tools, and AI automations inside your team. Every candidate goes through five steps: a resume screen, a phone interview, a proctored skills assessment, a live interview with a marketer, and your interview. 1.5% of applicants are accepted, and every one passes a C1 English test. You run the last step and choose who you hire. A full-time hire costs about $4,000 a month, all-in, covering the marketer’s pay, payroll, benefits, and HR.
Two to three hours for all three roles. Yardstick tells hiring teams to keep take-homes to 2 to 3 hours at most, and GTME Pulse sizes its Clay build at 2 to 3. Get depth from a 30-minute review call instead of a longer task.
Pay every finalist who submits the same flat fee: U.S. base salary ÷ 2,080 hours × the hours you ask for. That’s about $230 for 3 hours at a $159,000 GTM engineer median, and about $110 at a $74,722 marketing automation specialist average.
When a candidate has shipped work you can open and run. A 60-minute live walkthrough of it, where you ask them to change one thing, tells you as much as a new task.
For builder roles, yes, as long as the brief says so and asks for their prompts. Some companies default to no AI, including Anthropic, so never leave the rule unstated.
No. Say in the brief that you won’t use it in production. Use clean or made-up data so the work has no use outside the interview.
Yes. Every candidate takes a proctored skills assessment, a live interview with a marketer, and a C1 English test before you meet them. You interview the finalists and choose.
