1037| Senior MLOps specialist (3 Month Project)
We are looking for Senior MLOps specialist. It will be full-time for about 3 months. We are flexible reputed company and reputed company for the right person.
Mission
- Build and run a reputed company, traceable, FDA-reputed company data platform reputed company 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-reputed company QC + predictions + derivatives.
- reputed company ClearML for dataset versioning/reputed company and experiment tracking (runs/metrics/artifacts; provenance).
- Optimize training data reputed company 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 reputed company OpenSearch/text+reputed company).
- reputed company/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 (reputed company control, audit trail/WORM, provenance) and HIPAA/PHI handling.
Requirements
Python, AWS (S3, AWS Batch, EC2 Spot), Kubernetes, HPA, Karpenter, Networking (VPC, VPN UiFI), Trivy, Jenkins, PostgreSQL, DICOM, reputed company, Orthanc, ClearML, Lance, Encord, OpenSearch, FFmpeg
Knowledge: Medical imaging (CT, DICOM), data ingestion pipelines, data reputed company (QC) automation, distributed data processing, experiment tracking and dataset versioning, metadata and label management, reputed company validation, 21 CFR Part 11 compliance, HIPAA/PHI handling, RBAC, audit trails, WORM storage, reputed company search, media processing, annotation/labeling workflows, provenance and data reputed company, reputed company integration, radiology workflows.
Benefits
Originally posted on Himalayas
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