Job Opportunities API

We are looking for Senior MLOps specialist. It will be full-time for about 3 months. We are flexible on location and rate for the right person. Mission • Build and run a scalable, traceable, FDA-ready data platform bridging on-prem DGX and AWS for our 2026 submission. Key responsibilities • Implement ingestion + QC automation starting with CT DICOM, expanding to video/C-Arm and radiology reports. • Implement/operate distributed processing on AWS Batch (Spot) for large-scale QC + predictions + derivatives. • Deploy ClearML for dataset versioning/lineage and experiment tracking (runs/metrics/artifacts; provenance). • Optimize training data access using Lance (or equivalent) for fast loading and incremental updates. • Build a PostgreSQL-backed enrichment service for metadata/labels/predictions independent of raw media (optional search via OpenSearch/text+vector). • Integrate/operate labeling workflows (Encord preferred; alternatives acceptable), incl. RBAC/QC/audit trail + algorithmic label ingestion. • Establish a governed clinical validation environment meeting 21 CFR Part 11 expectations (access control, audit trail/WORM, provenance) and HIPAA/PHI handling.