(Data & ML Platform) - Technical Interviewer
Tasks
- Assess AWS distributed processing jobs scaling cost and reliability
- Assess data and ML platform architecture decisions
- Assess labeling workflows RBAC QC and audit trails
- Assess training data access and storage optimization
- Evaluate dataset versioning and experiment tracking
- Evaluate metadata labels and search database design
- Evaluate technical interview candidates system design
- Identify compliance gaps in 21 CFR Part 11 and HIPAA environments
- Provide structured written interview feedback with hire no hire decision
- Review medical imaging ingestion QC workflows
Perks/Benefits
- N/A
Skills/Tech-stack
21 CFR | 21 CFR Part 11 | AWS | AWS Batch | CFR Part 11 | ClearML | DICOM | Data Lineage | Data provenance | Dataset versioning | Encord | Experiment reproducibility | Experiment tracking | Fault Tolerance | HIPAA | IAM | Idempotency | Lance | Networking | OpenSearch | Orthanc | PACS | Part 11 | Phi | PostgreSQL | Retry patterns | S3 | Scalability | Spot instances | WORM Storage
Education
N/A
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