Senior / Staff Machine Learning Engineer
Tasks
- Build ML data pipelines
- Build Retrieval Augmented Generation systems
- Deploy and troubleshoot production ML systems
- Design highly available scalable infrastructure
- Develop dataset access layer
- Develop multimodal support workflows
- Enable ANN search
- Implement data lineage and governance
- Implement feature platform for experimentation
- Optimize I/O performance
- Perform model fine-tuning and optimization
- Prepare models for scalable inference
- Run distributed data loading
- Support embeddings generation and evaluation
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Arrow | Async IO | Data Governance | Data Lineage | Datahub | Delta Lake | Diffusion | Distributed Systems | Docker | Fine Tuning | High Availability | Iceberg | JAX | Kubernetes | Lance | Machine Learning | Memory mapping | Model Optimization | NVIDIA DALI | Object storage | OpenLineage | Parquet | PyTorch | Ray Data | Retrieval-Augmented Generation | Spark | TensorFlow | Transformer | Unity Catalog | WebDataset | Zero copy
Education
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