Bree

Machine Learning Engineer

Canada, Remote. Posted 7 months ago

The role

You will design, develop, and deploy end-to-end machine learning pipelines. You will implement MLOps best practices and optimize ML models using various techniques.

What you will do

  • Design, develop, and deploy end-to-end machine learning pipelines.
  • Implement MLOps best practices including CI/CD, model versioning, monitoring, and retraining.
  • Optimize ML models using feature engineering, hyperparameter tuning, and scalable inference techniques.
  • Work with structured and unstructured data using Pandas, NumPy, and SQL.
  • Apply machine learning design patterns to build modular, reusable, and production-ready models.
  • Collaborate with data engineers to develop high-performance data pipelines.
  • Deploy and manage models on cloud platforms with containerization and orchestration tools.
  • Maintain model performance by implementing continuous monitoring, bias detection, and explainability techniques.

Required qualifications

  • Proficiency in Python and familiarity with ML libraries like Scikit-learn, LightGBM, and PyTorch.
  • Strong understanding of machine learning algorithms, including supervised and unsupervised learning techniques.
  • Experience with MLOps tools such as MLflow, Kubeflow, or SageMaker.
  • Hands-on experience with data manipulation libraries (Pandas, NumPy) and databases (SQL, NoSQL).
  • Knowledge of cloud-based ML deployment and infrastructure management.
  • Ability to implement real-time and batch inference pipelines efficiently.
  • Strong analytical and problem-solving skills.

Benefits

  • Top Of The Market Compensation For Top Performers
  • Comprehensive Health, Dental, And Vision Benefits Plan
  • $1,500 One-Time Setup + $500/Year Annual Learning & Home-Office Stipend
  • $1,500 Annual Wellness Stipend
  • Free Lunch Provided In Office Daily + $250/Month Stipend For Your WFH Days
  • Fully Remote In The Winter
  • $150/Month Commuter Benefits
  • Parental Leave
  • 20 Annual PTO Days + Unlimited Sick Days
  • Annual Company Retreat
  • In-Office Amenities

About the company

Bree is a consumer finance platform building financial services for Canadians. They were part of Y Combinator (Summer 2021).