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Description review

SwingVision | Berkeley, CA | Full time + Internships

SwingVision · Full time + Internships · back to the listing

HR standards

21/100

poor

Title ↔ description

48/100

poor

Reads as

Machine Learning Engineer

95% 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

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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
  • No location or timezone policy stated, so a candidate cannot tell where they may work from. Scope clarity

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.

SwingVision uses computer vision to turn a single phone camera into an automated stats, highlights, and line-calling system for tennis, pickleball, and padel. Models run on-device in real time, and the app won an Apple Design Award for Innovation. We're growing the ML and product teams.
- Head of Machine Learning: https://jobs.deel.com/swingvision/job-details/c2cc0f23-3e59-4c03-849e-d53e7567a3fd/overview
- Machine Learning Engineer: https://jobs.deel.com/swingvision/job-details/cc271cef-58f7-45f5-9f1e-f8df9646fb9f/overview
- Head of Product: https://jobs.deel.com/swingvision/job-details/cb631dcb-1a80-4678-ab29-0ec2853c5ee4/overview
- Machine Learning Intern: https://jobs.deel.com/swingvision/job-details/0597eeac-eded-4d42-80de-5a109862c642/overview
- Data Labeling Intern: https://app.deel.com/job-boards/swingvision/job-details/a9a74832-e3a2-4167-b289-b67594fd93d1