
Posted 8 days ago
Senior Machine Learning and AI Engineer
Autodesk
Requirements
Bachelor's degree in CS, ML, or related field, 3+ years experience in ML or applied AI, Experience deploying ML systems in production, Proficiency in Python and ML libraries (PyTorch, TensorFlow, scikit-learn), Experience with data pipelines and distributed systems, Experience with AWS (S3, Lambda, ECS, Step Functions), Familiarity with event-driven architectures
Skills
PythonPyTorchTensorFlowAWSMachine Learning
About the role
Responsibilities
- Lead the end-to-end development of ML/AI systems, from problem definition and data strategy to model development and production deployment
- Design and build scalable data pipelines by integrating with existing platforms and establishing new data sources
- Develop and deploy machine learning models for prediction, recommendation, and anomaly detection in user management workflows
- Build and integrate real-time and batch inference systems into APIs, microservices, and user-facing applications
- Collaborate with platform and experience engineering teams on service architecture, APIs, and event-driven systems
- Establish best practices for ML development, experimentation, deployment, and monitoring
Requirements
- Bachelor's degree in Computer Science, Machine Learning, Applied Mathematics, or a related field
- 3+ years of experience in Machine Learning, applied AI, or related fields
- Proven experience building and deploying ML systems in production environments
- Strong proficiency in Python and common ML libraries such as PyTorch, TensorFlow, scikit-learn, Pandas, or XGBoost
- Experience designing data pipelines and working with large-scale or distributed data systems
- Experience building and deploying systems on AWS (S3, Lambda, ECS, Step Functions)
- Familiarity with event-driven architectures and tools like CDC, SQS, or SNS
- Strong software engineering skills, including experience building APIs and working with distributed systems
About the Company
Autodesk helps innovators turn their ideas into reality, transforming not only how things are made, but what can be made. From the greenest buildings to the smartest factories, our software empowers creators to design a better world.
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Get started — it's freeSenior Machine Learning and AI Engineer
Autodesk · Toronto
