Senior Software Engineer, ML Infrastructure
Tasks
- Build ML platform APIs workers and control planes
- Build simulation and evaluation harnesses
- Create data curation and annotation workflows
- Create reproducible container environments
- Define benchmarks and qualification gates
- Design large-scale data pipelines
- Develop dataset versioning and lineage
- Develop model promotion and model store
- Implement multi terabyte dataset transformations
- Package models with ONNX and TensorRT
- Provide testing and observability
- Support experiment tracking and training job submission
Perks/Benefits
- N/A
Skills/Tech-stack
API Design | Amazon S3 | Apache Arrow | CI/CD | DVC | Data Annotation | Data Pipelines | Data Versioning | Dataset Lineage | Docker | Experiment tracking | GPU Computing | Human-in-the-loop | Iceberg | Kubernetes | LakeFS | Learning evaluation | Machine Learning | Machine learning evaluation | Minio | ONNX | Object storage | Parquet | Python | Simulation | TensorRT | The Loop
Education
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