Machine Learning Researcher, Promaton
3D Teeth Modeling
More information about location
Dentistry artificial intelligence firm
Be an early applicant
Dentistry artificial intelligence firm
21-100 employees
Be an early applicant
More information about location
21-100 employees
Company mission
To eliminate errors in dentistry by improving diagnostic accuracy, and automating treatment planning workflows.
Role
Who you are
- 3 years of work experience (in private companies) in 3D geometry processing: demonstrated proficiency in applying 3D neural networks (e.g., Neural Radiance Fields, 3D point transformers, etc.)
- At least 1 year of work experience (into production/in private companies) with ML-based products used by customers
- Strong Python experience focused on deep learning
- Data-centric mindset, experienced with 3D mesh/point-cloud visualization tools
- Proactive work ethic: a 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
- Ability to join/fly in for company events 4 times a year (1 week per quarter)
Desirable
- Experience with medical imaging/medical AI (panoramic X-ray, CBCT)
- Performed product development, including successful deployment of machine learning systems in a live production environment
- Experience in machine learning research and software involving 3D mesh data
- Hands-on experience with multi-modal data, such as combining 3D meshes with images
- Experience with 3D shape modeling and mesh manipulation
- Worked with material simulations (forces, stiffness, elasticity, deformation) and/or planning of dynamic systems
What the job involves
- As a Machine Learning Researcher, you will be part of the orthodontics product team and collaborate closely with our platform, web, and other ML product teams, enabling fast iterations, multimodality, and scalable ML solutions for existing and future products
- Within this unique position, you’ll have access to data from hundreds of thousands of treatments, including scans of tens of millions of teeth
- This allows us to model all subtle anatomical variations and treatment predictions
- Together with the ML Engineers, Product Manager, and other ML Researchers in the team, you will own and extend our live AI products that support orthodontics treatments
Our take
Dental technology has advanced in leaps and bounds in recent years, but there is still room for innovation. With a global shortage of qualified dentists there has never been such a need to find efficiencies in the dental workflow. Promaton wants to automate this process using AI image analysis, speeding up dental care and allowing more patients to be treated.
Promaton takes advantage of the high level of technology typically deployed in dental practices. For instance, individual practices are likely to have access to digital x-ray equipment and CT scanners. At present, the company is working on AI-automating dental treatment planning for treatments such as implantology, prosthetics, and orthodontics through a significant partnership with Swiss dental implant manufacturer Straumann Group, greatly expanding Promaton's global reach.
Competitors exist in the AI-assisted dentistry space globally, but Promaton's current focus on implantology and orthodontics faces no major competitors in that niche.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (1 round)
Sep 2019
$0.1m
GRANT
Total funding: $0.1m
Company benefits
- Excellent work/life balance
- Excellent employment terms
- Freedom to work from anywhere you like (and any time you like)
- Dedicated time for hackathons and research, to explore new ideas of your own
- Real training budget for books and conferences or anything else you need to grow
- Work with the latest technology
- Loads of responsibility and autonomy and a chance to make a real impact
- Awesome yearly company retreat, and quarterly team events
- 30 days of annual leave
- Top-notch gear
- 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
- Inclusive environment, we value and celebrate diversity
- For international engineers, based in the NL (already relocated to the Netherlands) we are able to offer visa sponsorship 🇪🇺
Company values
- Culture: We have a shared vision and encourage continuous learning and collaboration
- Cutting edge technology: Adopting new technology, we challenge the status quo.
- Meaningful artificial intelligence: We believe our tech can help people for good.
- Healthy work-life balance: We give people time, resources and encouragement to grow. Flexible working hours and taking time off when you need it.
- Remote-friendly, truly : We believe talent isn’t rooted in one place. Our team works from all around the world.
- Empowered teams: We have a shared vision and encourage continuous learning and collaboration.
Company HQ
Westlandgracht, Amsterdam, Netherlands
Leadership
Bas Verheij
(CEO)Was a Data Scientist at Accenture. Prior to that was the owner of vwdesign.
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