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Lead Machine Learning Engineer

Epoch Biodesign

Remote · Canada Full-time Lead 1w ago

About the role

About

Shape the future of wildfire solutions as a Lead Machine Learning Engineer ve innovative modeling techniques to mitigate wildfire risks, ensuring community safety while collaborating with experts remotely.

As a Staff Machine Learning Engineer, you will spearhead the Wildfire Fuel Detection Model's development and scaling. You will work alongside talented data scientists and product teams, ensuring accuracy and robustness in ML models. This role requires a passion for machine learning and environmental science, with a focus on practical engineering excellence and mentorship.

Key Responsibilities

  • Architect advanced ML models for vegetation mapping
  • Design robust data pipelines for geospatial data
  • Collaborate with teams on modeling objectives
  • Build reproducible experimentation frameworks
  • Scale models focusing on performance and reliability

Requirements

  • 10+ years in designing production-grade ML systems
  • Strong background in deep learning and computer vision
  • Proficient in PyTorch, Tensor Flow, or XGBoost
  • Familiarity with GCP and Vertex AI platforms
  • Strong communication skills in diverse teams

Leverage your expertise in machine learning to reduce wildfire risks and support Overstory's impactful mission. #J-18808-Ljbffr

Skills

Computer VisionGCPMLPyTorchTensorFlowVertex AIXGBoost

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