Machine Learning Engineer

We are looking for a Machine Learning Engineer to join our engineering team to help us manage our diverse and growing set of initiatives. This position is full-time and 100% remote.

Responsibilities

Experiment with emerging technologies and contribute to building new models and systems; Implement prototypes of the algorithms and models you design in Python; Focus on delivering solutions to production (this is not a research-only role); Design training and evaluation protocols; Set up monitoring for performance metrics and overall system behaviour including alerts for any anomaly detected; Partner closely with the platform engineering team to streamline and optimize MLOps workflows; Use Kanban to manage multiple releases per week; Maintain high code quality through code reviews and automated tests

Requirements

Hands-on experience implementing production machine learning systems at scale; Expertise with Python ML libraries like TensorFlow, PyTorch, Scikit-Learn etc; Familiarity with ML tools like MLFlow, Ray Serving; Familiarity with building data pipelines including SQL and manipulating large structured or unstructured datasets for analysis; Familiarity with AWS and Google Cloud big data products