AI Data Infrastructure Engineer
Tasks
- Build high throughput data loading systems for GPU utilization
- Build ingestion systems for multimodal data
- Construct evaluation datasets with integrity and contamination controls
- Design and operate large scale data pipelines for AI training and evaluation
- Design storage architectures optimizing cost throughput and latency
- Develop dataset versioning lineage and provenance tracking
- Document data systems schemas and operational procedures
- Drive observability of data quality drift and pipeline health
- Implement data cleaning deduplication filtering and quality assurance
- Implement data privacy redaction and consent enforcement
- Implement labeling workflows and active learning pipelines
- Optimize cost and performance using compression and caching
Perks/Benefits
Skills/Tech-stack
Active Learning | Apache Beam | Apache Spark | CI/CD | Caching | Code review | Compression | Data Lineage | Data Modeling | Data Privacy | Data Quality | Data Versioning | Data provenance | Distributed Systems | Human-in-the-loop | Labeling | Python | Ray | Rédaction | Storage Architecture | Testing | The Loop
Education
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