Senior Machine Learning Engineer(m/w/x)

# Senior Machine Learning Engineer **Berlin, DEU** | **Full time** **Job Requisition ID #** 25WD86998 Senior Machine Learning Engineer (3D Graphics) **Position Overview** As a Machine Learning Engineer in a growing generative AI-focused team at Autodesk, you will play a leading role in the translation of applied research into new capabilities that will help our customers imagine, design, and make a better world. You are a talented, motivated, and experienced Software Engineer with a strong track record in Generative AI for Computer Vision and/or Computer Graphics, passionate about solving problems and building things. You are excited to collaborate with research, product, and production teams to perform experiments and implement state-of-the-art generative AI algorithms into products at scale. You are comfortable serving as a translator and straddling the gap between research & development. While the location of this role is flexible, we prefer to have our engineers close to the teams in Berlin, Germany. **Responsibilities** * Translate CV/ML/computer graphics research into concept design-oriented products * Understand and prototype ideas from research papers * Collaborate on projects with a diverse, global team of researchers and engineers * Support research productization through the construction of experimental pipelines, prototypes, and reusable code * Implement scalable machine learning training pipelines * Process data and analyze feature extractions * Model training and hyperparameter tuning * Analyze errors and provide solutions to problems **Minimum Qualifications** * MSc or PhD in Computer Science, or equivalent industry experience * +3 years of experience with deep learning and generative models * Experience with version controlling, reproducibility, and deploying machine learning models * Strong data modelling and data architecture skills * Experience with cloud services & architectures (AWS, Azure, etc.) * Proficiency with modern deep learning libraries and frameworks * Proficiency in coordinating, provisioning, and maintaining systems and compute infrastructure * Strong problem-solving and troubleshooting skills * Excellent communication and collaboration abilities **Preferred Qualifications** * Experience with 3D deep learning * Experience in handling 3D data formats, including mesh analysis and visualization * Experience with training & optimizing Generative Adversarial Networks (GANs), Denoising Diffusion Models, Neural Radiance Fields (NeRFs), etc * Experience scaling ML training pipelines * Experience or interest in computational geometry and geometric methods, multi-modal deep learning and/or information retrieval * Knowledge of the design, manufacturing, AEC, or media & entertainment industries * **Experience with Autodesk products, including Alias, or similar products (CAD, CAE, CAM, etc.)** * Publications at relevant conferences & journals (e.g., NeurIPS, SIGGRAPH, CVPR, ICCV, ECCV) **The Ideal Candidate** * A Software Engineer with experience building and training robust machine learning systems * Familiar with implementing experimental pipelines and prototyping AI applications * Comfortable building prototypes from scratch and writing maintainable code within existing codebases * A curious, creative problem-solver who is excited to learn & develop new technologies * A fast learner & excellent communicator who can effectively collaborate across global locations