Senior Machine Learning Engineer
Tasks
- Apply computer vision to satellite imagery
- Build time series and embeddings techniques
- Collaborate on requirements and iterate algorithm designs
- Create testing validation and monitoring frameworks
- Deploy and maintain models at scale
- Develop machine learning algorithms and models
- Implement embeddings based change detection
- Integrate preprocessing and inference pipelines
- Optimize model performance for high throughput inference
Perks/Benefits
- Commuter benefits
- Dental insurance
- Employee assistance program
- Equity
- Health insurance
- Health savings account
- Home office reimbursement
- LinkedIn Learning
- Paid parental leave
- Paid time off
- Phone and internet reimbursement
- Tuition reimbursement
- Vision insurance
- Volunteering paid time off
- Wellness program
Skills/Tech-stack
AWS | CI/CD | Computer Vision | Data Processing | Docker | Embeddings | GCP | Geo-referencing | GeoJSON | GeoTIFF | Geospatial libraries | Git | Kubernetes | Machine Learning | Model Monitoring | Neural Networks | PyTorch | Python | TensorFlow | Testing | Time Series
Education
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