Senior MLR - 3D Geometry Processing | 3D Shape Generation

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 is what 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 that with AI, so patients and clinicians worldwide can benefit significantly? See our company page to learn more about what we do.

As an experienced ML Researcher, you will be working closely with our platform and product teams, enabling fast iterations and scalable ML solutions.

You understand that these projects take time and you’re in it for the long run, testing, tweaking, training, critiquing until your models are as close to perfect as you can get them, and only then do you know it's a slim chance if it will make it to production, as 80% of models never make it to the outside world!

But that doesn’t put you off as you’d be joining a team who recently got their first model into production in an industry that’s heavily regulated too!

This wouldn't have been possible without the work of a small, international, inspired, and talented team that works remotely across Europe, from the Netherlands to Greece, Spain to France, and Germany to Poland. There’s a total of 20+ of us all, for now, mostly holding as a minimum MSc in a variety of computer science and AI-related subjects. Most of our colleagues have advanced degrees and cumulatively have 35+ post-graduate study years - so a lot of brain power in the team.

Promaton is on a mission to provide fast, more accessible and higher quality dental healthcare to patients all across the globe. We are a startup growing rapidly and have a very strong ‘people first’ culture. We are passionate about technical innovation in healthcare, we value autonomy, and implement best practices from top tech product companies.

What you will be working on:

  • Helping us bring AI to the dentistry field, working on our cutting-edge AI applications
  • Building and improving our deep learning models with our clinical experts, that’s right you’d be building things that take ML/AI into products that genuinely help people all over the globe with their health.
  • You'll be working with an accomplished remote team of machine learning professionals, that already have 8 patents on their name, and created market-leading algorithms that are in use throughout the world.

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 happening in the ML field can be hard. That is why we organize monthly paper review sessions, where we 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.
  • 🎓 Real training budget for books and conferences or anything else you need to grow
  • 🚀 Work with the latest technology, at the forefront of a rapidly developing field in medical imaging AI
  • 💪 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
  • 💻 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 are able to offer visa sponsorship
  • 🎈Inclusive environment, we value and celebrate diversity

Job requirements

To apply for this job, we have a couple of hard requirements:

  • Extensive experience with the use of ML for 3D shape and geometry analysis, such as graphics, AR/VR and shape generation.

  • Extensive experience in designing, improving, and validating deep learning models including their application in 2D/3D image processing

  • Previous commercial experience including deploying machine learning systems in production, not just prototypes.

  • Strong experience working with Python, AWS, and PyTorch/ Tensorflow

  • Have experience with software development workflows: Git, GitHub, TDD, and automated CI/CD.

  • Passionate about software engineering principles, best practices, and contributing clean & maintainable code.

  • Proactive personality with a tendency to move things forward.

  • Based on a time zone between UTC-1 and UTC+3 (+/-2 hours Amsterdam time)

Bonus points:

  • You are a fan of Kornia, maybe have attended a Siggraph conference over the years too, or are even a member (past or present) of an established lab such as VGG out of the University of Oxford, MPIs in Germany, or top-tier vision+graphics labs In the US (UCSD /CMU) then we’d love to talk to you!

  • Non-deep learning AI experience: ML, reinforcement learning, constraint satisfaction problems, etc.

  • Experience with Kubeflow, Tensorflow serving, Torch serve

  • Experience in a regulated environment (complying with ISO norms) or medical domain

Our tech stack: Python | Pytorch | Tensorflow | Jupyter | Open3D | VTK | AWS | Git | GitHub | Kubeflow | Docker

If you’re curious and a constant learner, always wondering what’s next and where we can take this technology, let’s talk!