Principal Machine Learning Developer: AI/ML Platform
Core
Build and operate the AI/ML Platform to enable the development, deployment, and operationalization of machine learning and generative AI solutions for Autodesk's products.
Role type
Principal MLOps Developer (Platform Engineering)
Builds
Scalable AI/ML platform services, automated deployment pipelines, and infrastructure for model training and inference.
Domain
3D design, engineering, manufacturing, and entertainment software (Generative AI/ML)
Deliverable
production ML models | infrastructure
Required skills
MLOps practices, system design, deployment automation, scalable infrastructure design, big data orchestration, monitoring and logging, model governance, security compliance
Preferred skills
Cross-functional collaboration, architectural leadership, process optimization
Technologies
(Not explicitly listed)
Responsibilities
Drive operational excellence and technical direction of the AI/ML Platform; Lead design and engineering of scalable platform services; Design and implement automated deployment pipelines; Develop systems to automate ML development and operational processes; Collaborate on scalable infrastructure for training and inference; Develop tools for building and operating ML artifacts in production; Automate and orchestrate large-scale data transformation and processing; Design low-latency prediction and inference services; Develop robust monitoring and logging systems; Implement version control and model governance practices; Enforce security best practices and compliance standards.
Seniority
Principal, hands-on IC with architectural leadership