Machine Learning Engineer IV, Data
Tasks
- Architect model serving microservices
- Build high fidelity data pipelines
- Collaborate with stakeholders on production requirements
- Design computer vision models
- Evaluate model performance with precision recall
- Maintain containerized REST and gRPC services
- Maintain streaming pipelines with Kafka
- Optimize models for real-time inference
- Own model lifecycle from experimentation to deployment
- Train damage detection models
Perks/Benefits
- Employee stock purchase program
- Healthcare Dental Vision Life ADND
- Long-term disability
- Parental leave top-up
- RRSP retirement planning
- Short-term disability
- Vacation programs
Skills/Tech-stack
AWS | Computer Vision | Computer Vision Model Serving | Data Annotation | Databricks | Docker | GCP | GRPC | KServe | Kafka | Kubeflow | Microservices | Model Evaluation | Model Serving | OpenCV | PyTorch | Python | REST | Real Time | Real-time Inference | SQL | TensorFlow
Education
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