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Bree

Interest-free cash advances up to $350

Machine Learning Engineer - Underwriting

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeRemote in CanadaCA$180k - CA$250k /yr

About the Job

Requirements

  • Proficiency in Python and familiarity with machine-learning libraries including Scikit-learn, LightGBM, and PyTorch.
  • Strong understanding of supervised and unsupervised machine-learning algorithms.
  • Experience with MLOps tools such as MLflow, Kubeflow, or SageMaker for experiment tracking and workflow automation.
  • Hands-on experience with Pandas, NumPy, and SQL or NoSQL databases for data manipulation.
  • Knowledge of cloud-based machine-learning deployment and infrastructure management.
  • Ability to implement efficient real-time and batch inference pipelines.
  • Ability to translate business needs into scalable machine-learning solutions.

Responsibilities

  • Design, develop, and deploy end-to-end machine-learning pipelines, ensuring efficient training, validation, and inference.
  • Implement MLOps practices, including CI/CD for machine-learning models, model versioning, monitoring, and retraining strategies.
  • Optimize machine-learning models through feature engineering, hyperparameter tuning, and scalable inference techniques.
  • Work with structured and unstructured data, using Pandas, NumPy, and SQL for data manipulation.
  • Apply machine-learning design patterns to build modular, reusable, production-ready models.
  • Collaborate with data engineers to develop high-performance data pipelines for training and inference.
  • Deploy and manage models on AWS, GCP, or Azure using containerization and orchestration tools such as Docker and Kubernetes.
  • Maintain model performance through continuous monitoring, bias detection, and explainability techniques.

About the Company

Bree

Interest-free cash advances up to $350

Bree offers interest-free cash advances up to $350 in Canada to help people cover unexpected expenses and avoid overdraft fees. It provides short-term, zero-interest loans with a straightforward application and minimal requirements, funded by membership fees that users can cancel anytime. This makes access to quick funds transparent and low-cost. Bree differentiates itself with no-interest borrowing and a simple, accessible process in the personal-finance space, backed by a flexible membership model. The company’s goal is to provide fast financial relief and prevent overdraft situations by offering a clear, affordable alternative for irregular cash needs.

Company size
11-50
Company stage
Seed
Total funding
$260K
Headquarters
Vancouver, Canada
Founded
2021

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