Software Engineer - ML/Computer Vision (Battery Sorting)
San Francisco, California, United States
USD 152K-287K Entry-level Full Time
Tasks
- Analyze data for model regressions
- Annotate and preprocess datasets
- Build CI/CD workflows
- Build services and APIs for ML outputs
- Contribute to infrastructure as code
- Deploy software and ML artifacts
- Develop production software systems
- Evaluate model performance
- Implement structured logging and metrics dashboards
- Integrate ML with MES and HMI
- Integrate with PLC controls interfaces
- Monitor production model performance
- Optimize models for edge deployment
- Set up alerting and on call triage
- Train and deploy computer vision models
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | Alerting | CI/CD | Computer Vision | HMI | Image Processing | Image classification | Infrastructure as Code | MES | MLflow | Machine Learning | Metrics | Multi-Modal | Multi-Modal Learning | OCR | ONNX Runtime | On-Call | OpenCV | PLC | PyTorch | Python | Quantization | REST APIs | Sensor fusion | Structured Logging | TensorRT | “as-code”
Education
Regions
Countries
States
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