Senior Machine Learning Operations Developer, Inference, AI/ML Platform
Core
Senior MLOps Developer ensuring operational excellence of Autodesk's next-generation AI/ML platform for generative AI solutions in design, construction, manufacturing, and media. (via careerplan.io/jobs/26WD101354-1-senior-machine-learning-operations-developer-inference-aiml-platform-at-autodesk)
Role type
Senior IC MLOps Developer (Inference & Platform)
Builds
Scalable infrastructure for model training, inference, and data processing; automated deployment pipelines; robust monitoring and logging systems.
Domain
AI/ML Platform, Generative AI, Cloud Infrastructure
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), Model Governance, Security best practices
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, Python, Bash, AWS, Azure, TensorFlow, PyTorch, Git, Jira
Responsibilities
Implement and optimize MLOps practices; Design automated deployment pipelines; Maintain scalable infrastructure for training/inference; Develop monitoring and logging systems; Collaborate on data pipelines for model training; Enforce security and compliance standards; Resolve operational issues and incident response.
Seniority
Senior, hands-on IC
