ML Data Engineer
Tasks
- Build high throughput data loading systems for GPU utilization
- Build ingestion systems for multimodal data
- Collaborate with ML researchers and engineers
- Construct evaluation datasets with integrity and contamination controls
- Design and operate large scale data pipelines for AI training and evaluation
- Design storage architectures across data tiers
- Develop dataset versioning lineage and provenance tracking
- Document data systems schemas and procedures
- Drive data quality drift and pipeline observability
- Implement data cleaning deduplication filtering and quality assurance
- Implement data privacy redaction and consent enforcement
- Implement labeling workflows active learning and human in the loop improvement
- Optimize cost and performance using compression format selection and caching
Perks/Benefits
Skills/Tech-stack
Apache Beam | CI/CD | Data Deduplication | Data Lineage | Data Modeling | Data Privacy | Data Quality | Data cleaning | Data loading | Data provenance | Dataset versioning | Distributed Systems | High Throughput | High Throughput Data Loading | High-throughput data | Java | Machine Learning | Python | Ray | Spark | Testing
Education
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