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Senior ML Researcher - 3D Geometry Processing

extra holidays - fully flexible
Remote: 
Full Remote
Experience: 
Senior (5-10 years)
Work from: 
Netherlands, New Hampshire (USA), United States

Offer summary

Qualifications:

MSc or PhD in Computer Science or AI-related fields., Proficiency in Machine Learning and AI technologies., Experience in 3D geometry processing., Knowledge of medical imaging is a plus..

Key responsabilities:

  • Design algorithms for crown design in dentistry.
  • Maintain and improve 3D detection and segmentation models.

Job description

Even if you knew everything there was to know about Machine Learning today, the idea that tomorrow you will wake up and learn something new gets you out of bed every day and excited to work in this field.

Promaton is changing dental healthcare by automating diagnostics and treatment workflows using AI, making healthcare more affordable and accessible for everyone.

Do you want to drastically change the status quo with AI so patients and clinicians worldwide can benefit significantly? See our company page to learn more about what we do.

As a Senior Machine Learning Researcher at Promaton, you'll play a pivotal role in applying cutting-edge AI research to a customer-facing product domain. Over the years, we've established a robust ecosystem of ML pipelines that collaboratively generate crowns, align teeth, segment CBCTs, and much more. You'll be joining a team that has already successfully launched one product in the medical domain, with several more in the pipeline, and you'll have the opportunity to be part of these exciting developments!


This wouldn't have been possible without a small, international, inspired, and talented team working remotely across Europe, from the Netherlands to Greece, Spain to France, and Germany to Poland. There’s a total of 30+ of us all, mostly holding MSc and PhD degrees in various computer science and AI-related subjects. Cumulatively, we have 35+ post-graduate study years - so the team has a lot of brain power. You'll be working with an accomplished remote team of machine learning professionals who already have 8 patents on their name and have created market-leading algorithms that are in use worldwide.

Our startup grows consistently and has a very strong ‘people first’ culture. We are passionate about technical innovation in healthcare, we value autonomy, and we implement best practices from top tech product companies.


What you will be working on:
  • As a member of our prosthetics team, you will help us automate prosthetic workflows in dentistry.

  • Design and build our crown design algorithms, generating crown shapes that fit seamlessly in a patient's mouth.

  • Maintain and improve our 3D detection and segmentation models.

  • Explore the latest research and publications in 3D ML for new technologies we can leverage for our various AI algorithms.

  • We encourage knowledge-sharing and collaboration within our team. You'll contribute to this culture by presenting and discussing exciting new papers and engaging in stimulating engineering discussions with your colleagues.

  • Improving the robustness of our pipelines by implementing metrics, evaluation pipelines, and tests.


The perks of working at Promaton:

  • 💰 Attractive salary package and excellent employment terms.

  • 🏡 Excellent work/life balance. Freedom to work from home or anywhere you like (and any time you like). We only have a few touchpoints.

  • 👩‍🔬 Dedicated time for hackathons and growth to explore new ideas of your own. Every quarter, we have a hackathon week where you can work on anything you like to expand your skill set!

  • 🙌 Staying up-to-date with the latest in the ML field can be hard. That is why we organize monthly paper review sessions to discuss the latest developments in the field to stay up-to-date with the current state-of-the-art. Next to that, we regularly hold “ML Sparring Sessions,” where you can spar with other MLRs in the company on potential directions for projects you are working on.

  • 🎓 We are dedicated to fostering personal and professional growth. Real training budget for books and conferences or anything else you need to grow and maximize your potential.

  • 🚀 Work with the latest technology at the forefront of a rapidly developing field in medical imaging AI

  • 🔧 We have a strong engineering culture: think of CI/CD, experiment management, auto-scaling of clusters, well-defined coding guidelines, and more.

  • 💪 Loads of responsibility and autonomy (we hate micromanagement) and a chance to make a real impact.

  • 🏖 Awesome yearly company retreat and quarterly team events.

  • ⛺️ 32 days of annual leave (25 days + 7 national holidays)

  • 💻 Top-notch gear and even bigger servers to play with

  • 🏄‍♂️ Promaton is funded for many years to come, meaning you can have the impact you only get at a startup but with the job security of an established company

  • 🛬 For international engineers based in the NL (already relocated to the Netherlands), we can offer visa sponsorship

  • 🎈Inclusive environment, we value and celebrate diversity

Required profile

Experience

Level of experience: Senior (5-10 years)
Spoken language(s):
English
Check out the description to know which languages are mandatory.

Other Skills

  • Teamwork
  • Communication
  • Problem Solving

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