Machine Learning Data Engineer
Tasks
- Apply software engineering practices with testing and code review
- Build data ingestion pipelines for AI training and evaluation
- Enable high throughput data loading for accelerator training
- Ensure distributed data processing reliability
- Implement data quality assurance and lineage
- Manage dataset versioning and reproducibility
- Operate petabyte scale storage and pipeline systems
- Transform and validate large scale datasets
Perks/Benefits
Skills/Tech-stack
Apache Beam | CI/CD | Data Lineage | Data Modeling | Data Quality | Dataset versioning | Distributed Systems | Java | Python | Ray | Scala | Spark | Storage Formats | Testing
Education
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