• Mettre en œuvre les dernières avancées en matière de recherche pour les modèles de rendu neuronal et génératifs • Convertir les solutions à la fine pointe de la technologie dans le domaine de la conduite autonome pour les simulations des capteurs des caméras, lidars et radars • Contribuer à la mise en œuvre d’un cadre de rendu neuronal qui permet la mise à l’échelle de la simulation de perception et de l’entraînement AV 3.0. • Intégrer le cadre dans un environnement en nuage et automatiser le pipeline pour permettre la mise à l’échelle de la vérification et de la validation ciblées de nos camions autonomes • Prendre la responsabilité des projets de développement dans l’équipe, de la recherche à la conception, en passant par la mise en œuvre, les tests et le déploiement • Concevoir, mettre en œuvre, tester et déployer un logiciel livrable, prêt pour la phase de production, à partir de prototypes précoces avec des processus disciplinés en développement de logiciel. • Travailler dans l’écosystème d’apprentissage automatique en nuage avec d’autres départements connexes existants au sein de l’entreprise. • Évaluer de manière proactive les capacités actuelles pour identifier les domaines à améliorer, en proposant des solutions alignées sur la stratégie et les opérations fondamentales. • Démontrer des compétences en gestion de projet, servir de leader pour les membres de l’équipe moins expérimentés dans plusieurs facettes de l’exécution de projet, faire du coaching et du mentorat au besoin.

• Implement the latest research advances in Neural Rendering and generative models • Translate cutting edge solution in the domain of autonomous driving for high-quality Camera, LiDAR and Radar sensor simulations • Support implementing a neural rendering framework that allows to scale perception simulation and AV 3.0 training • Integrate the framework in a cloud environment and automate the pipeline to allow scaling for the target verification and validation of our autonomous trucks • Own development projects in the team – From research, design, to implementation, testing and deployment • Design, implement, test and deploy shippable production quality software starting from early prototypes using disciplined software development processes. • Work in the cloud machine learning ecosystem alongside other machine learning services existing in the company. • Proactively assess current capabilities to identify areas for improvement proposing solutions that align with core strategy and operation. • Demonstrate project management skills, serving as project lead guiding less experienced team members in multiple facets of project execution, coaching and mentoring as needed.

Dandy is transforming the massive and antiquated dental industry—an industry worth over $200B. Backed by some of the world’s leading venture capital firms, we’re on an ambitious mission to simplify and modernize every function of the dental practice through technology. As we expand our reach globally, Dandy is building the operating system for dental offices around the world—empowering clinicians and their teams with technology, innovation, and world-class support to achieve more for their practices, their people, and their patients. About the Role In the past 3 years, Dandy has built the leading digital-first custom dental appliance manufacturer. As we go through our next level of scale, Dandy is building a world class Machine Learning & Computer Vision team to enhance our 3D dental platform and automate many of the human-driven processes in our manufacturing today. The global, remote team tackles problems involving 3D geometric computer vision, generative deep learning, and SOTA machine learning methods. As a part of this newly created team, you will play a key role in laying the foundation that will drive the team’s success. You will establish best practices, solve ambiguous data problems that have never been solved before with industry wide impact, and be given the freedom to innovate. What You'll Do Build Computer Vision models to extract structure from unstructured, information-dense 3D scans Research SOTA methods for developing models to accomplish 3D generative AI tasks as well as conventional computer vision tasks. Work with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines Work with massive datasets to develop both generic models as well as fine tune models for specific applications Develop evaluation methods which allow us to establish confidence in our datasets and models Implement best practices for our MLOps pipelines Work closely with product owners on a feature focused team to deliver value quickly to Dandy’s customers What We're Looking For 8+ years experience post Master's degree, or 5+ years of experience post PhD Extensive experience in Python Extensive experience in SOTA 2D deep learning and/or experience with 3D deep learning Experience with 3D geometric Computer Vision Experience with PyTorch Have immaculate attention to detail and take pride in delivering excellent code and results Masters or PhD in related field Candidates must be able to work onsite in Provo, UT 3 days per week Req ID: J-684 For full-time positions, Dandy offers a wide range of best-in-class, comprehensive, and inclusive benefits tailored to each country where we operate. Our local benefits packages typically include healthcare, dental, mental health support, parental planning resources, retirement savings options, and generous paid time off—ensuring our team members are supported no matter where they live and work. Dandy is proud to be an equal-opportunity employer. We are committed to building a diverse and inclusive culture that celebrates authenticity to win as one. We do not discriminate on the basis of race, religion, color, national origin, gender, gender identity, sexual orientation, age, marital status, disability, protected veteran status, citizenship or immigration status, or any other legally protected characteristics. Dandy also fully complies with the Americans with Disabilities Act (ADA). We are dedicated to embracing challenges and creating an accessible, inclusive workplace for all individuals. If you require any accommodations for your interview or have any questions beforehand, rest assured that we will do everything we can to meet your needs. Visit Dandy Careers for more! Data Privacy Notice: By submitting your application, you consent to Dandy collecting, storing, and processing your personal information for recruitment purposes in accordance with our Privacy Policy and GDPR regulations. You have the right to access, rectify, or request the deletion of your data at any time by contacting Privacy Requests .

Dandy is transforming the massive and antiquated dental industry—an industry worth over $200B. Backed by some of the world’s leading venture capital firms, we’re on an ambitious mission to simplify and modernize every function of the dental practice through technology. As we expand our reach globally, Dandy is building the operating system for dental offices around the world—empowering clinicians and their teams with technology, innovation, and world-class support to achieve more for their practices, their people, and their patients. About the Role In the past 3 years, Dandy has built the leading digital-first custom dental appliance manufacturer. As we go through our next level of scale, Dandy is building a world class Machine Learning & Computer Vision team to enhance our 3D dental platform and automate many of the human-driven processes in our manufacturing today. The global, remote team tackles problems involving 3D geometric computer vision, generative deep learning, and SOTA machine learning methods. As a part of this newly created team, you will play a key role in laying the foundation that will drive the team’s success. You will establish best practices, solve ambiguous data problems that have never been solved before with industry wide impact, and be given the freedom to innovate. What You'll Do Build Computer Vision models to extract structure from unstructured, information-dense 3D scans Research SOTA methods for developing models to accomplish 3D generative AI tasks as well as conventional computer vision tasks. Work with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines Work with massive datasets to develop both generic models as well as fine tune models for specific applications Develop evaluation methods which allow us to establish confidence in our datasets and models Implement best practices for our MLOps pipelines Work closely with product owners on a feature focused team to deliver value quickly to Dandy’s customers What We're Looking For 8+ years experience post Master's degree, or 5+ years of experience post PhD Extensive experience in Python Extensive experience in SOTA 2D deep learning and/or experience with 3D deep learning Experience with 3D geometric Computer Vision Experience with PyTorch Have immaculate attention to detail and take pride in delivering excellent code and results Masters or PhD in related field Candidates must be able to work onsite in Indianapolis, IN 3 days per week Req ID: J-684 For full-time positions, Dandy offers a wide range of best-in-class, comprehensive, and inclusive benefits tailored to each country where we operate. Our local benefits packages typically include healthcare, dental, mental health support, parental planning resources, retirement savings options, and generous paid time off—ensuring our team members are supported no matter where they live and work. Dandy is proud to be an equal-opportunity employer. We are committed to building a diverse and inclusive culture that celebrates authenticity to win as one. We do not discriminate on the basis of race, religion, color, national origin, gender, gender identity, sexual orientation, age, marital status, disability, protected veteran status, citizenship or immigration status, or any other legally protected characteristics. Dandy also fully complies with the Americans with Disabilities Act (ADA). We are dedicated to embracing challenges and creating an accessible, inclusive workplace for all individuals. If you require any accommodations for your interview or have any questions beforehand, rest assured that we will do everything we can to meet your needs. Visit Dandy Careers for more! Data Privacy Notice: By submitting your application, you consent to Dandy collecting, storing, and processing your personal information for recruitment purposes in accordance with our Privacy Policy and GDPR regulations. You have the right to access, rectify, or request the deletion of your data at any time by contacting Privacy Requests .