The skills to require, the ones to treat as a bonus, and the ones that only raise the price. Plus what each looks like in a portfolio and a 15-minute test for each.
Hire a marketing engineer for five must-have skills: shipping pages and tools, automating workflows, running AI with quality checks, marketing judgment, and clear writing. CRM tracking, AI search, and light code are nice to have. Production software is overkill unless they’ll ship code into your product. GrowthPair places full-time Marketing Engineers who already have the five must-haves, for about $4,000 a month, all-in.
Most skills lists for this role are written for job seekers and describe the older, engineering-side job. Here’s the employer version, built from what 2026 builder postings ask for. Require the first tier. Treat the second as a tiebreaker. Leave the third out unless you mean it.
| Skill | Tier | Why | What 2026 postings say |
|---|---|---|---|
| Shipping pages and tools | Must-have | Most of the job is building what the team used to wait on | Faire’s role owns the marketing landing pages surface |
| Workflow automation | Must-have | Repeated work should run without a person | Figma asks for Gumloop, n8n, Workato, or Zapier experience |
| Running AI with quality checks | Must-have | Drafts are easy. Catching the bad ones is the skill. | Faire asks for LLMs in production with evals and monitoring. Profound’s forward deployed role reviews AI output for accuracy and brand voice. |
| Marketing judgment | Must-have | Building the wrong thing fast wastes the week | Figma measures the role on revenue tied to the work |
| Clear writing and documentation | Must-have | Builds outlive the builder only if someone else can run them | Stripe and Figma both ask the hire to document tools and workflows |
| CRM and tracking | Nice-to-have | Pages have to pass leads and sources to the CRM | Plaid lists Salesforce integrations. Profound’s forward deployed role names HubSpot and Marketo. |
| AI search and structured data | Nice-to-have | Pages have to be easy for AI answers to cite | Profound lists Schema.org or JSON-LD experience as a plus |
| Reading code and calling APIs | Nice-to-have | Some builds need a script or an API call | Profound’s own role asks for Python or JavaScript. Figma lists light Python or TypeScript as a nice-to-have. |
| SQL | Nice-to-have | Useful when the data lives in a warehouse | Plaid and Faire both ask for SQL |
| Teaching other marketers to build | Nice-to-have | One builder goes further when the team builds too | Stripe’s role coaches a cohort of 25 to 45 marketers |
| Production software engineering | Overkill for most teams | You’re hiring a software engineer at a software engineer’s price | Faire asks for 4+ years of production software, Kotlin or Java, and on-call |
| A computer science or engineering degree | Overkill for most teams | A portfolio tells you more about building in marketing | Profound’s forward deployed role says neither coding nor a CS degree is required |
| Deep networking or hardware knowledge | Overkill | That’s the technical marketing engineer, a different job | NVIDIA’s TME posting asks for networking and data center experience |
If you’re unsure which job your posting describes, read marketing engineer vs technical marketing engineer first.
Ask every candidate for links before the first call. A portfolio is a list of things you can open.
| Skill | Strong evidence | Weak evidence |
|---|---|---|
| Shipping pages and tools | A live page, calculator, or scorecard with a working form, and a note on what it replaced | Figma mocks, or a Lovable demo with placeholder text |
| Workflow automation | A Loom of a workflow running end to end, including what happens when a step fails | A screenshot of a canvas with nodes and no data |
| Running AI with quality checks | A prompt or agent with its context files, examples, and a record of changes | A folder of AI-written blog posts |
| Marketing judgment | A before and after: leads, hours, or conversion rate, and how they measured it | "Increased efficiency" with no number |
| Clear writing | A handoff doc someone else used to run the build | No docs, or a list of tools used |
| CRM and tracking | A form submission traced to a CRM record with its source and owner | "Experience with HubSpot" |
| AI search | A page they changed and the AI answers that cite it now | A keyword list |
| Code and APIs | A small script or API call they wrote or edited with AI help, and can explain line by line | A GitHub profile with forked repos only |
Our take: two or three live builds with numbers beat a long portfolio. You’re hiring someone to ship, and the best evidence is something that shipped.
Portfolios can be polished by someone else. A short test on your own material can’t. Run one or two of these in the interview, on a screen share. For the full question bank, see our marketing engineer interview questions.
| Skill | The test | A pass |
|---|---|---|
| Shipping pages and tools | Send one of your live pages. Ask for a working variant of the top section and form in any AI builder. | A working page with a form that submits, in 15 minutes |
| Workflow automation | Share an exported workflow with one step broken on purpose | They find the break, fix it, and add an alert so it can’t fail silently |
| Running AI with quality checks | Show a weak AI draft and the prompt that made it. Ask them to fix the prompt instead of the draft. | The next draft is better, and they explain which change did it |
| Marketing judgment | Show last quarter’s funnel numbers. Ask what they’d build first. | They pick the biggest leak and say how they’d measure the fix |
| Clear writing | Ask for a 200-word handoff note for something they’ve built | A teammate could run it from the note alone |
| CRM and tracking | Give them a test form and a sandbox CRM | The UTM source lands on the contact record |
| AI search | Give them one of your pages | Three specific changes, like a direct answer up top, FAQ markup, and sourced facts |
Tools change every quarter, so a long tool list is a weak signal. What matters is that the candidate has shipped something real with tools from each group below, and picks up new ones fast.
We vet Marketing Engineers on a 16-tool stack: Claude, ChatGPT, Lovable, Cursor, Replit, Bolt, Gemini, Perplexity, Clay, Make, n8n, Codex, Grok, Midjourney, HeyGen, and ElevenLabs. Here’s how it breaks down, and what to look for in each group.
| Group | Tools in our vetted stack | What to look for |
|---|---|---|
| AI models and research | Claude, ChatGPT, Gemini, Grok, Perplexity | They know which model they use for which job, and why |
| Builders and coding agents | Lovable, Cursor, Replit, Bolt, Codex | Something live they shipped, and the ability to fix it when the AI gets stuck |
| Automation and data | Make, n8n, Clay | Workflows that run without them and alert someone when they fail |
| Creative AI | Midjourney, HeyGen, ElevenLabs | Edited, on-brand output for ads, video, and voice |
Your CRM, CMS, and analytics tools, like HubSpot, Salesforce, Webflow, WordPress, and GA4, are the stack they’ll build on. Ask for experience with yours, but don’t screen someone out for knowing a different CRM. A good builder learns a new one in a week.
Every skill you require moves the pay band. Three 2026 postings show it:
| Coding bar | Example posting | U.S. base | Cost per month with benefits |
|---|---|---|---|
| No code required | Profound, Forward Deployed Marketing Engineer | $149,250 to $155,250 | About $17,800 to $18,500 |
| Strong programming | Profound, Marketing Engineer | $135,000 to $200,000 | About $16,100 to $23,800 |
| Production code | Faire, Growth Platform, Marketing Engineer | $176,000 to $242,000 | About $21,000 to $28,800 |
How we got the last column: benefits were 30.0% of total compensation for U.S. private-industry workers in June 2026, per the Bureau of Labor Statistics. So divide base by 0.70, then by 12. Faire’s $242,000 top works out to about $28,800 a month.
Add the overkill tier to a posting and you’re bidding against software engineers. Most marketing teams get more from a marketer who builds with AI and no-code tools and can read code when a build needs it.
Our take: hire for judgment and shipped work first. Tools change every quarter and a good builder keeps up. Judgment about what to build is slower to teach. And if the role needs production code in your product, hire a software engineer. We don’t place them.
We place Marketing Engineers who already have the must-have tier. Every GrowthPair 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.
Each Marketing Engineer earns three certifications in their first 30 days: GrowthPair University (6 courses and 43 lessons across 13 AI tools), Profound Marketing Engineering, and Profound AEO. A full-time hire costs about $4,000 a month, all-in. Writing the role yourself? Start with the marketing engineer job description.
Five must-haves: shipping pages and tools, automating workflows, running AI with quality checks, marketing judgment, and clear writing. CRM tracking, AI search, SQL, and light code are nice to have.
Not for most marketing teams. Profound’s forward deployed marketing engineer role says neither coding nor a CS degree is required, while Faire’s asks for 4+ years of production software. Hire for reading code and calling APIs, and require production code only if they’ll ship to your product.
At least one tool from each group: an AI model like Claude or ChatGPT, a builder like Lovable or Cursor, an automation tool like n8n or Make, and ideally Clay. Experience with your CRM and CMS helps, but a good builder learns a new one fast.
Use your own material. Give them a broken workflow to fix, a weak AI prompt to improve, or one of your pages to rebuild in 15 minutes. Live work on your problem tells you more than a polished portfolio.
Marketing judgment. A builder who picks the wrong thing to build ships fast and moves nothing. Ask what number moved after their best build, and how they measured it.
It helps, but it isn’t required. Profound lists its Profound University certification as a plus on its forward deployed role. Every GrowthPair Marketing Engineer earns Profound Marketing Engineering and Profound AEO in their first 30 days.
