Senior Machine Learning Operations Developer: AI/ML Platform
Core
Ensure smooth operationalization of machine learning models and efficiency of next-generation AI/ML platform for Autodesk's design, engineering, manufacturing, and entertainment software.
Role type
Senior MLOps Engineer (AI/ML Platform)
Builds
Scalable infrastructure for model training, inference, and data processing; automated deployment pipelines for ML models.
Domain
3D design, engineering, manufacturing, and entertainment software
Deliverable
production ML models
Required skills
MLOps practices, Infrastructure as Code (Terraform/Ansible), containerization (Docker/Kubernetes), CI/CD pipelines, Python/Bash scripting, monitoring/logging (Prometheus/Grafana/ELK), security best practices, troubleshooting
Preferred skills
Cloud platforms (AWS/Azure), databases (SQL/NoSQL/data lakes), ML frameworks (TensorFlow/PyTorh), Git/Jira, Agile methodology
Technologies
Terraform, Ansible, Docker, Kubernetes, Prometheus, Grafana, ELK Stack, Python, Bash, AWS, Azure, TensorFlow, PyTorch, SQL, NoSQL, Git, Jira
Responsibilities
Implement and optimize MLOps practices; design automated deployment pipelines; maintain scalable infrastructure for training/inference; develop monitoring and logging systems; collaborate with data engineers on data pipelines; implement version control and model governance; enforce security and compliance standards; identify automation opportunities; resolve operational issues and incidents.
Seniority
Senior, hands-on IC
