Principal AI Engineer, AI.DA STC
Aero - 600 West Camp Road, SG
SGD 136K-171K (estimate) Senior-level Full Time
Tasks
- Build automated evaluation using MLflow and Weights and Biases
- Build backend services for automated CV pipelines
- Build compute orchestration and containerization
- Convert prototype learnings into production architecture decisions
- Create scalable versioned APIs with documentation
- Design computer vision agent platform user facing layers
- Develop proof of concept with generative AI capabilities
- Establish testing observability and clean architecture
- Implement CI/CD pipelines and monitoring
- Implement data curation augmentation and evaluation workflows
- Implement orchestration with retry rollback and SLA
- Integrate computer vision toolkits for programmatic orchestration
- Manage CUDA cuDNN and multi GPU training environments
- Package and serve models for deployment
- Prototype end to end computer vision applications
- Train evaluate and deploy computer vision models
Perks/Benefits
Skills/Tech-stack
CUDA | CUDNN | Computer Vision | Docker | FastAPI | Flask | GRPC | GitHub Actions | Grafana | Image Segmentation | Image classification | Kubernetes | MLflow | Multi-GPU | ONNX Runtime | Object Detection | OpenCV | OpenTelemetry | Prometheus | PyTorch | Pytest | Python | Torchserve | Ultralytics YOLO | Weights and Biases
Education
N/A
Roles
AI | AI Engineer | Computer Vision Engineer | Engineer | Software Engineer | Vision Engineer
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