Senior ML Researcher

Summary

Join Promaton, a rapidly growing startup revolutionizing dental healthcare with AI-powered diagnostics and treatment workflows. As a Senior Machine Learning Researcher, you will collaborate with a product-focused team to develop and improve scalable ML solutions for existing and future products, leveraging data from hundreds of thousands of treatments. You will work closely with ML Engineers and Product Managers to own and extend live AI products. This role offers significant responsibility, autonomy, and the opportunity to make a real impact on patient care. Promaton provides a strong 'people first' culture, excellent work-life balance, and numerous benefits, including a competitive salary, remote work flexibility, dedicated time for professional development, and a supportive team environment.

Requirements

• Demonstrated proficiency in utilizing machine learning for 3D shape and geometry analysis, focused on applications such as graphics, AR/VR, and 3D shape/object generation
• At least four years of work experience (apart from academic work) using ML for 3D geometry with a focus on 3D modeling, shape generation, and/or 3D shape reconstruction involving 3D point clouds and 3D mesh data
• Proven track record in designing, enhancing, and validating deep learning models, with an emphasis on deep learning applications in both 2D and 3D image processing
• History of product development experience, including successful deployment of machine learning systems in live production environments, not limited to prototype development and not limited to research/academic experience
• Strong hands-on experience with Python, AWS, and deep learning frameworks like Pytorch
• Extensive familiarity with software development workflows, including Git, GitHub, Test-Driven Development (TDD), and Continuous Integration/Continuous Deployment (CI/CD)
• Commitment to software engineering principles, best practices, and the ability to contribute to clean and maintainable code
• Proactive and self-driven personality with a natural inclination to drive projects and initiatives forward and a pragmatic mindset to lead initiatives and help release ML solutions into production

Responsibilities

• Enable fast iterations, multimodality, and scalable ML solutions for existing and future products
• Own and extend our live AI products that support treatment workflows

Preferred Qualifications

• Mathematics background in differential geometry or topology, or/and PhD in a related field
• Hands-on experience with the newest generative models
• Previous experience in a regulated field, preferably medical AI, medical imaging (panoramic X-ray, CBCT)

Benefits

• Attractive salary package and excellent employment terms
• Excellent work/life balance. Freedom to work from home or anywhere 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!
• 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
• 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
• Loads of responsibility and autonomy (we stay far away from micromanagement) and a chance to make a real impact
• Awesome yearly company retreat and quarterly team events
• 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