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How to Actually Get Hired
Who reads applications, which channel gets a reply, and what they screen for.
Don't make these mistakes
Generic outreach about 'AI compliance being important.' Every pitch to a compliance startup starts with that. Casey has written extensively about the specific operational problems he is solving, use that writing as your entry point. The beta intake form at numonic.ai/contact and the direct calendar booking at cal.com/caseymilone/30min are your two routes in. Use both.
What gets their attention
Fuel Ventures is raising £560K total, and the first close of £250K has landed. The remaining £310K is actively being raised with the explicit mandate to accelerate customer acquisition and product expansion before the August 2026 enforcement deadline. That is a five-month window with a named deadline, which means the pace of hiring directly affects the company's ability to capitalise on the most important moment in their market. Casey describes himself publicly as someone interested in "the systems architecture problems that emerge when organisations actually try to use what they've created," which is the founding philosophy for Numonic and a clear signal about the kinds of people he wants to hire. He writes regularly on Medium about AI content operations, provenance infrastructure, and the gap between AI capability and organisational readiness. He has explicitly made himself bookable for 30-minute calls. At a two-founder company raising to build, every conversation is a potential hire.
Why applying the normal way doesn't work
NUMONIC has an ATS but the real pipeline is referrals → sourced → recruiter picks → cold apps. You can still get through, but know where you stand.
Who to contact at NUMONIC
What to show them
Numonic has 122 API endpoints live and native MCP support already shipped. Scaling from a two-person team to something that can onboard Territory Studio-scale clients at volume requires engineering capacity the founders currently don't have. Casey's background is product and creative strategy rather than core engineering, which means Jesse is likely carrying the technical build alone right now. The next engineer is a founding-level hire. Core skills: Python or TypeScript, REST API design, metadata standards (C2PA, IPTC, EXIF), digital asset management systems, cloud infrastructure, AI pipeline integration, developer documentation. Proof of work: Build a minimal proof of concept that attaches C2PA-compliant metadata to an image generated by any open model, capturing prompt, model version, and timestamp. Even a rough implementation that surfaces the right fields is directly relevant to what Numonic does. Share the repo with your beta access request.
A cold email that works at NUMONIC
What NUMONIC screens for
What they look for: Fuel Ventures is raising £560K total, and the first close of £250K has landed. The remaining £310K is actively being raised with the explicit mandate to accelerate customer acquisition and product expansion before the August 2026 enforcement deadline. That is a five-month window with a named deadline, which means the pace of hiring directly affects the company's ability to capitalise on the most important moment in their market. Casey describes himself publicly as someone interested in "the systems architecture problems that emerge when organisations actually try to use what they've created," which is the founding philosophy for Numonic and a clear signal about the kinds of people he wants to hire. He writes regularly on Medium about AI content operations, provenance infrastructure, and the gap between AI capability and organisational readiness. He has explicitly made himself bookable for 30-minute calls. At a two-founder company raising to build, every conversation is a potential hire.
Tailor your CV to the specific NUMONIC role rather than sending a general one. Applications that mirror the language of the job description clear automated filters at a materially higher rate.
Mistakes that kill applications
Don't send the same CV you sent everywhere else. At people it's obvious, and it's the fastest rejection there is.
Nobody cares what you want. Start with On August 2, 2026, the EU AI Act's transparency obligations become fully enforceable for creative organisations and how you'd help.
Most AI applications get ghosted. A day-five follow-up can double your response rate.
Frequently asked questions
How do I apply to NUMONIC?
Through the roles on our NUMONIC jobs page, or directly to the hiring manager if you can reach them. At null people, direct outreach outperforms the form.
Does NUMONIC respond to cold emails?
We haven't verified response rates at NUMONIC yet.
Who is the hiring manager at NUMONIC?
At this size, hiring is usually run by the hiring manager.
How competitive is it to get hired at NUMONIC?
Roles at -person AI companies typically draw 100-250 applicants in the first two weeks. Applying inside 72 hours of a posting going live is the single biggest lever you control.
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