Senior Machine Learning Operations Developer, Inference, AI/ML Platform
Core
Design and implement automated deployment pipelines and scalable infrastructure for machine learning models and generative AI solutions powering Autodesk's suite of products.
Role type
Senior MLOps Developer (Inference & Platform)
Builds
Production-ready AI/ML platform infrastructure for design, construction, manufacturing, and media & entertainment domains
Domain
AI/ML Platform Engineering & Infrastructure
Deliverable
production ML models | infrastructure
Required skills
DevOps and MLOps practices, Infrastructure as Code (Terraform, Ansible), containerization (Docker, Kubernetes), CI/CD pipelines, Python/Bash scripting, monitoring and logging (Prometheus, Grafana, ELK Stack), security best practices, incident response
Preferred skills
Cloud platforms (AWS, Azure), databases (SQL, NoSQL, data lakes), ML frameworks (TensorFlow, PyTorch), Git, Jira, Agile methodologies
Technologies
Terraform, Ansible, Docker, Kubernetes, Prometheus, Grafana, ELK Stack, AWS, Azure, TensorFlow, PyTorch, Git, Jira
Responsibilities
Implement and optimize MLOps practices, design automated deployment pipelines, maintain scalable infrastructure for training and inference, develop monitoring and logging systems, ensure efficient data pipelines, enforce model governance and compliance, resolve operational issues
Seniority
Senior, hands-on IC