Description review
Jump | Founding Engineers (Software/AI,
Jump · Remote · back to the listing
HR standards
52/100
needs work
Title ↔ description
39/100
poor
Reads as
Machine Learning Engineer
80% confident
What this role officially is
data scientist — ESCO, the EU occupation classification
Data scientists find and interpret rich data sources, manage large amounts of data, merge data sources, ensure consistency of data-sets, and create visualisations to aid in understanding data. They build mathematical models using data, present and communicate data insights and findings to specialists and scientists in their team and if required, to a non-expert audience, and recommend ways to apply the data.
Also known as: data scientists, data engineer, research data scientist, data expert, data research scientist
How others title the same work
Large employers
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- Senior AI Engineer – Notebooks Datadog
Startups
- Attendi | Medior Machine Learning Engineer | Amsterdam, Netherlands | ONSITE (hybrid) | €6,000 - €7,000 per month | Full-time (80–100%, ~4–5 days/week) | Visa sponsorship + 30% ruling possible Attendi
- Member of Technical Staff (applied) Anthrogen
- Aptura AI | Full-Time | MTS (Applied AI), MTS (SWE / Product) | London | ONSITE / HYBRID Aptura AI
- Arcforma AI (arcforma.ai) | AI Engineer (Marketing / Construction / Arcforma AI (arcforma.ai)
- Staff AI Engineer - Agent Architecture & Behavior Artisan
What the listing never says
- No section describes what the person would actually do. Scope clarity
- No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency
The listing, marked up
Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.
Manufacturing) + all roles| Miami, FL | REMOTE (US) until Jan 2027, then ONSITE | Full-time | $140K–$160K + equity | No visa sponsorship | https://jumpscientific.com/careers
Ethan here, founder of Jump.
Machine shops lose jobs because quoting is slow. A part comes in, someone has to read the drawing, figure out how to make it, and price it, and that can take hours. Many shops also can't put customer drawings in the cloud (ITAR, export control, or just customers who say no).
We're building Jump Quote: AI that reads a shop's drawings and drafts quotes in minutes, running on the shop's own computer. We're starting with a small group of founding CNC shops. Long term, we want anyone to be able to make anything, anywhere.
We're hiring founding engineers first (software/AI and manufacturing), but every role is open. If you're exceptional at something a startup needs, apply.
We care about kindness, honesty, ambition and intelligence. We don't care where you went to school or who you've worked for. We care that you have a winning mindset and can learn and ship fast.
How it works: we start now, remote within the US. In January 2027 we're together in person in Miami, and that's when the $140K–$160K + equity package starts. You need to be authorized to work in the US for at least the next 3 years; we can't sponsor visas.
Apply (10 short questions): https://jumpscientific.com/careers
I read every application myself. Happy to answer questions in this thread.
Ethan here, founder of Jump.
Machine shops lose jobs because quoting is slow. A part comes in, someone has to read the drawing, figure out how to make it, and price it, and that can take hours. Many shops also can't put customer drawings in the cloud (ITAR, export control, or just customers who say no).
We're building Jump Quote: AI that reads a shop's drawings and drafts quotes in minutes, running on the shop's own computer. We're starting with a small group of founding CNC shops. Long term, we want anyone to be able to make anything, anywhere.
We're hiring founding engineers first (software/AI and manufacturing), but every role is open. If you're exceptional at something a startup needs, apply.
We care about kindness, honesty, ambition and intelligence. We don't care where you went to school or who you've worked for. We care that you have a winning mindset and can learn and ship fast.
How it works: we start now, remote within the US. In January 2027 we're together in person in Miami, and that's when the $140K–$160K + equity package starts. You need to be authorized to work in the US for at least the next 3 years; we can't sponsor visas.
Apply (10 short questions): https://jumpscientific.com/careers
I read every application myself. Happy to answer questions in this thread.