ML Software Engineer
Tasks
- Build and improve CI CD pipelines and automated testing
- Build deployment flows for model conversion and optimization
- Build machine learning pipelines
- Design data selection and sampling strategies
- Develop dataset validation and diagnostics
- Integrate neural network models into C plus plus production systems
- Lead end-to-end feature development
- Optimize runtime performance for edge deployment
- Partner with algorithm teams on data curation criteria
Perks/Benefits
Skills/Tech-stack
3D Geometry | Active Learning | Airflow | Argo | C++ | CI/CD | Data Curation | Data Pipelines | Deep learning | Hard example mining | Latency optimization | Linux | Machine Learning | Memory Optimization | Model Conversion | Model Integration | NumPy | Pandas | Performance optimization | Python | Throughput Optimization
Education
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