Machine Learning Engineer

4 weeks ago


San Mateo, California, United States Notable Full time
About the Role

Notable is a leading intelligent automation company for healthcare, and we're looking for a talented Machine Learning Engineer to join our team. As an ML Engineer at Notable, you'll work on developing and deploying machine learning models that provide the intelligence powering robotic processes that underpin critical healthcare workflow automation.

Key Responsibilities

Work with the product development team and product managers to define scope of work, timeline, and product specifications
Work with backend engineers to deploy, maintain, and scale AI models
Define interfaces between the microservices that run and deliver AI models
Discover, collect, clean, and transfer data to train AI models
Experiment with different AI models, methodologies, frameworks, and communicate critical evaluation metrics to product teams

Requirements

7+ years of experience working in a relevant role
Demonstrated ability to translate business requirements and metrics into machine learning model specifications
Quickly prototype new models from open-sourced code and demonstrate results
Ability to design and train new model architectures for complex data
Experience working with real-world data: large, messy, incomplete, irregular, etc.
Experience working with a mix of structured and unstructured data
Proficiency with Python and the standard ML stack (numpy, pandas, scikit-learn)
Experience with a deep learning package, e.g. Tensorflow, PyTorch
Experience deploying ML models in production

What We Offer

We're a company that values innovation, collaboration, and continuous learning. If you're passionate about using machine learning to drive meaningful change in healthcare, we'd love to hear from you.

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