Posted 9 hours ago
Senior Machine Learning Operations Developer, Inference, AI/ML Platform
Autodesk
Requirements
BS or MS in Computer Science, 5+ years DevOps and MLOps experience, Infrastructure as Code (Terraform or Ansible), Containerization (Docker, Kubernetes), CI/CD pipeline management, Python or Bash scripting, Monitoring tools (Prometheus, Grafana, ELK Stack)
Skills
MLOpsPythonKubernetesDockerTerraformAWS
About the role
Responsibilities
- Drive operational excellence of the AI/ML Platform by implementing and optimizing MLOps practices
- Design and implement automated deployment pipelines for machine learning models to ensure seamless production transitions
- Collaborate with cross-functional teams to maintain scalable infrastructure for model training, inference, and data processing
- Develop and maintain robust monitoring and logging systems to track model performance and system health
- Implement version control systems and contribute to model governance, data privacy, and compliance standards
- Identify opportunities for process automation and optimization throughout the MLOps lifecycle
- Resolve complex operational issues and contribute to incident response and system recovery
Requirements
- BS or MS in Computer Science or a related field
- 5+ years of hands-on experience in DevOps and MLOps, specifically managing ML models in production
- Proficiency with Infrastructure as Code (IaC) tools such as Terraform or Ansible
- Strong expertise in containerization and orchestration using Docker and Kubernetes
- Demonstrated experience managing CI/CD pipelines for machine learning projects
- Strong scripting skills in Python or Bash
- Familiarity with monitoring and logging tools like Prometheus, Grafana, or the ELK Stack
- Understanding of MLOps security best practices, including data encryption and access controls
Preferred Qualifications
- Experience with cloud platforms such as AWS or Azure
- Familiarity with SQL, NoSQL, or data lake storage solutions
- Exposure to machine learning frameworks like TensorFlow or PyTorch
- Experience with Git for version control and Jira for project management
- Familiarity with Agile development methodologies
About the Company
Autodesk is a global leader in 3D design, engineering, manufacturing, and entertainment software. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
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Get started — it's freeSenior Machine Learning Operations Developer, Inference, AI/ML Platform
Autodesk · Toronto
