Intetics

Intetics is a top custom software development company with 28 years of experience, offering high-quality software applications and AI/ML integration. They excel in various industries and provide global talent solutions for exceptional project outcomes.

Internet Software & Services

Information Technology

1K-5K (1100)

Founded 1995

88 open positions

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1037| Senior MLOps specialist (3 Month Project)

1 month, 1 week ago

Georgia, Poland, Romania, Ukraine, Turkey, Armenia

Full-time

Senior

Machine Learning Engineer

DevOps and Infrastructure

AWS HIPAA Jenkins Kubernetes OpenSearch PostgreSQL Python

Apply Now

Intetics

Internet Software & Services

1K-5K

Founded 1995

View All Jobs 88

Description

Build and operate a scalable data platform bridging on-prem DGX and AWS.
Implement ingestion and quality-control automation for CT DICOM data, with expansion to video, C-Arm, and radiology reports.
Implement and operate distributed processing on AWS Batch using Spot instances for large-scale QC, predictions, and derivative generation.
Deploy ClearML for dataset versioning, lineage, experiment tracking, and provenance.
Optimize training data access using Lance or an equivalent solution for fast loading and incremental updates.
Build a PostgreSQL-backed enrichment service for metadata, labels, and predictions separate from raw media.
Integrate and operate labeling workflows, including RBAC, QC, audit trail, and algorithmic label ingestion.
Establish a governed clinical validation environment meeting 21 CFR Part 11 expectations and HIPAA/PHI handling requirements.

Requirements

Strong experience with Python.
Hands-on experience with AWS services including S3, AWS Batch, EC2 Spot, and related cloud infrastructure.
Experience with Kubernetes, HPA, Karpenter, and networking concepts such as VPC and VPN.
Familiarity with security and operations tools such as Trivy and Jenkins.
Experience with PostgreSQL and medical imaging systems including DICOM, PACS, and Orthanc.
Experience with ClearML, Lance, Encord, OpenSearch, and FFmpeg or similar tools.
Knowledge of medical imaging workflows, especially CT and DICOM.
Experience with data ingestion pipelines, QC automation, distributed processing, and media processing.
Knowledge of clinical AI validation, 21 CFR Part 11, HIPAA/PHI handling, RBAC, audit trails, WORM storage, provenance, and data lineage.
Experience with PACS integration, radiology workflows, metadata and label management, and vector search is preferred.

Benefits

Flexible location.
Flexible rate for the right person.
Full-time engagement.
Approximately 3-month contract duration.

Interested in this position?

Apply directly on the company website

Apply Now

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