Staff Engineer, Software
INR 4000K-5000K (estimate) Senior-level Full Time
Tasks
- Benchmark model accuracy latency throughput
- Build cloud integration for Android
- Configure crash reporting
- Design computer vision models
- Design native Android application
- Detect model drift
- Distill model
- Evaluate computer vision models
- Handle Android runtime permissions
- Implement Android background execution
- Implement FCM push notifications
- Implement JWT authentication
- Implement OAuth2 authentication
- Implement REST and gRPC communication
- Implement TLS security
- Implement offline first sync
- Implement unit and instrumentation tests
- Maintain and upgrade production models
- Optimize model architecture
- Prune model
- Publish Android releases to Play Store
- Quantize model
- Refresh models on new data
- Set up Android CI pipelines
- Train computer vision models
- Triage production model regressions
- Tune computer vision models
Perks/Benefits
Skills/Tech-stack
AWS SageMaker | Android CI | Android CI/CD | Azure Machine Learning | BLE | ByteTrack | CI/CD | CNN | Clean architecture | Cloud Messaging | Computer Vision | Coroutines | Crash Reporting | DETR | FCM | Firebase Cloud | Firebase Cloud Messaging | Flow | GRPC | Google Cloud | Google Cloud Vertex | Google Cloud Vertex AI | HLS | Hilt | Image Segmentation | Image classification | Instrumentation Testing | JWT | Jetpack Compose | Knowledge Distillation | Kotlin | MVVM | Machine Learning | Mqtt | NNAPI | OAuth2 | ONNX | Object Detection | Pruning | PyTorch | Python | Quantization | REST | RTSP | Room | TLS | TensorFlow | TensorFlow Lite | Tracking | Unit Testing | Vertex AI | WebRTC | WebSockets | WiFi | WorkManager | YOLO
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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