Staff Machine Learning Engineer - Wildfire
Remote: United States | Canada
R
USD 154K-200K (estimate) Senior-level Full Time
Tasks
- Architect machine learning models
- Build geospatial data feature pipelines
- Define modeling objectives and evaluation metrics
- Develop experimentation frameworks
- Evaluate and monitor models in production
- Lead ML system tooling and process evolution
- Scale ML systems for performance reliability explainability
- Streamline training inference and monitoring with MLOps
Perks/Benefits
Skills/Tech-stack
Apache Spark | Cloud platform | Computer Vision | Dask | Data Ingestion | Data Pipelines | Deep learning | Feature Engineering | Geopandas | Geospatial Data | Geospatial analysis | Google Cloud | Google Cloud Platform | Inference Pipelines | LightGBM | MLOps | Machine Learning | Model Evaluation | Model Explainability | Model Monitoring | PyTorch | Remote Sensing | TensorFlow | Training pipelines | Uncertainty Quantification | Vertex AI | XGBoost
Education
N/A
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