26WD100628, Machine Learning Developer Autodesk makes software for people who make things. If you’ve ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched great science fiction films, chances are you’ve experienced what millions of Autodesk customers are doing with our software. Autodesk's Emerging Media and Entertainment Technology division is seeking a Machine Learning (ML) Developer to work on innovative projects that help our customers imagine, design, and make a better world. This role is ideal for individuals proficient in applying ML methodologies and tools to a wide range of data and use cases. L'affichage de poste en français suivra / The French job posting follows. 26WD100628, Machine Learning Developer Autodesk makes software for people who make things. If you’ve ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched excellent science fiction films, chances are you’ve experienced what millions of Autodesk customers are doing with our software. Autodesk's Emerging Media and Entertainment Technology division is seeking a Machine Learning (ML) Developer to work on innovative projects that help our customers imagine, design, and make a better world. This role is ideal for individuals proficient in applying ML methodologies and tools to a wide range of data and use cases. Review state-of the-art media-focused, and especially motion-focused ML publications and technologies Assess capabilities for feasibility and generalizability, and report to project and program leads Implement cutting edge ML results, improve existing models Stay current with new ML models and AI techniques Develop end-to-end workflows,



leveraging new data-driven techniques and evolving motion editing technologies Work collaboratively on research projects within a globally-based team Support research through building experimental pipelines and prototypes Handle data processing and preparation at scale Conduct model training and hyperparameter tuning Leverage cutting edge coding tools for high velocity. Maintain high standards of engineering, scalable implementations for shared code repos MS, or PhD in a field related to AI/ML such as Computer Science, Mathematics, Statistics, Physics, or a related discipline Proficiency in Deep Learning techniques (Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies, etc.) Deep background in statistical methods for Machine Learning (Bayesian methods, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.) Experience with multiple assisted coding environments Computational time-series data analytics and prediction regimes Proficiency with Python, TensorFlow, PyTorch, and other standard deep learning frameworks Practical experience in applying machine learning algorithms and libraries to business problems Experience in production environments and creative workflows in the entertainment or adjacent industries Proven collaboration with creatives and producers Familiarity with media pipelines and practical application of data modeling Excellent documentation skills for code and software architecture Self-motivation and the ability to find solutions and execute problems with minimal supervision A passion for entertainment and skills in the use of creative software 26WD100628, Développeur en apprentissage automatique Si vous avez déjà conduit une voiture haute performance, admiré un gratte-ciel imposant, utilisé un smartphone ou regardé de grands films de science-fiction, il y a de fortes chances que vous ayez déjà fait l’expérience de ce que des millions de clients d’Autodesk réalisent grâce à nos logiciels.
La division « Emerging Media and Entertainment Technology » d’Autodesk recherche un développeur en apprentissage automatique (ML) pour travailler sur des projets innovants qui aident nos clients à imaginer, concevoir et créer un monde meilleur. Ce poste est idéal pour les personnes maîtrisant l’application des méthodologies et des outils d’apprentissage automatique à un large éventail de données et de cas d’utilisation. Notre équipe est répartie dans le monde entier, avec des sites clés à Toronto, Montréal, San Francisco et Vancouver. Passer en revue les publications et technologies de pointe en ML axées sur les médias, et en particulier sur le mouvement Évaluer la faisabilité et la généralisation des capacités, et rendre compte aux responsables de projet et de programme Mettre en œuvre les résultats de pointe en ML, améliorer les modèles existants Se tenir au courant des nouveaux modèles de ML et des techniques d’IA Développer des workflows de bout en bout, en tirant parti des nouvelles techniques basées sur les données et des technologies d’édition de mouvement en constante évolution Travailler en collaboration sur des projets de recherche au sein d’une équipe internationale Soutenir la recherche en

📌 Media & Entertainment ML Engineer (Canada)
🏢 Autodesk
📍 Canada