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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
Referencing the Netflix show as a talking point unless you are a thoughtful reader of her TED talk or her public writing. She has been navigating that celebrity context for five years. She knows when people have done the research and when they have not. Her intellectual work (Stanford lecturer, TED talk, fellowship recipient) is more interesting to her than her reality TV profile.
What gets their attention
The careers page exists but is blank. The $10M seed is a direct mandate for team growth. The company has live judicial, financial, and logistics clients, which means the product is in production and needs engineers, not just researchers. Shai Dekel's academic background (25+ years as an Associate Professor at Tel Aviv University, mathematics PhD) shapes the technical culture: this is a company where rigour, provability, and academic-grade reliability standards define the engineering bar. The team is building in Tel Aviv with a New York commercial presence. That means the hiring will split: technical and research roles in Israel, commercial and GTM roles in the US. The UAE investor angle is worth reading carefully. UAE sovereign and institutional capital is flowing into AI companies that can serve government and regulated enterprise use cases across the Gulf. ActionAI's judicial system deployment is the kind of reference customer that opens doors in that region. Future commercial expansion into the UAE and broader MENA market is a likely priority, which creates specific GTM and partnership roles. No public job listings. Check actionai.co/company#careers directly before reaching out.
Why applying the normal way doesn't work
ActionAI runs an applicant tracking system, but hiring managers still work referrals first. A cold application to ActionAI isn't dead, it's just fourth in line behind internal referrals, sourced candidates and recruiter pipelines.
Who to contact at ActionAI
What to show them
ActionAI's core technical product is a reliability layer: evaluation, monitoring, and exception handling for AI outputs. Building and improving that layer requires deep knowledge of model evaluation, hallucination detection, and uncertainty quantification. This is an unusual speciality and an underbuilt corner of the AI engineering market. Core skills: ML evaluation frameworks, hallucination detection, uncertainty quantification, Python, LLM monitoring tools (Arize, Weights & Biases, or custom), experience in regulated environments (finance, legal, or healthcare). Proof of work: Build a small hallucination detection evaluation suite for a specific domain (legal contract clause extraction, financial data interpretation, or similar). Publish the code. Document the failure modes you tested for and what the false positive/negative rates looked like. This is the kind of work ActionAI does every day.
A cold email that works at ActionAI
What ActionAI screens for
Screening signal: The careers page exists but is blank. The $10M seed is a direct mandate for team growth. The company has live judicial, financial, and logistics clients, which means the product is in production and needs engineers, not just researchers. Shai Dekel's academic background (25+ years as an Associate Professor at Tel Aviv University, mathematics PhD) shapes the technical culture: this is a company where rigour, provability, and academic-grade reliability standards define the engineering bar. The team is building in Tel Aviv with a New York commercial presence. That means the hiring will split: technical and research roles in Israel, commercial and GTM roles in the US. The UAE investor angle is worth reading carefully. UAE sovereign and institutional capital is flowing into AI companies that can serve government and regulated enterprise use cases across the Gulf. ActionAI's judicial system deployment is the kind of reference customer that opens doors in that region. Future commercial expansion into the UAE and broader MENA market is a likely priority, which creates specific GTM and partnership roles. No public job listings. Check actionai.co/company#careers directly before reaching out.
A tailored CV beats a generic one. Use ActionAI's job description language to clear filters.
Mistakes that kill applications
A recycled CV gets rejected fast at ActionAI ( people). They notice.
Skip 'I'm looking for...' — start with Enterprise AI adoption has stalled at the pilot stage and your specific angle on solving it.
The wait-and-hope strategy fails. Follow up on day five — response rates roughly double.
Frequently asked questions
How do I apply to ActionAI?
Through the roles on our ActionAI jobs page, or directly to the hiring manager if you can reach them. At null people, direct outreach outperforms the form.
Does ActionAI respond to cold emails?
Not enough data yet on ActionAI's cold email response rates.
Who is the hiring manager at ActionAI?
At this size, hiring is usually run by the hiring manager.
How competitive is it to get hired at ActionAI?
Expect 100-250 applicants in the first two weeks for AI roles at this size. Apply within 72 hours for best odds.
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