Senior MLOps

​Winstars.AI is a research and development center comprising scientists, engineers, and visionaries dedicated to leveraging advanced technologies to enhance global efficiency and security. 

We are looking for a highly skilled Senior MLOps Specialist with expertise in Python, cloud computing, machine learning, and large-scale data processing.

THAT WOULD BE WONDERFUL IF YOU HAVE:

• Hands-on experience with AWS services such as S3, AWS Batch, EC2, and Lambda for processing large-scale data.
• Experience in building and deploying scalable MLOps pipelines, including model deployment, versioning, and experiment tracking (e.g., using ClearML or similar tools).
• Proficiency in Python, with solid knowledge of libraries and frameworks used for data processing and machine learning.
• Expertise in automating data ingestion and quality control (QC) processes, specifically with medical data formats like DICOM, C-Arm images, and radiology reports.
• Experience in distributed data processing on platforms like AWS Batch (Spot) for large-scale processing and predictions.
• Familiarity with PostgreSQL for storing and managing metadata, and building services for metadata enrichment and prediction results.
• Experience working with regulatory frameworks such as FDA-compliant environments (21 CFR Part 11) and handling HIPAA/PHI data in accordance with industry standards.
• Strong understanding of data governance, access control, and audit trails, especially in clinical and healthcare-related environments.
• Upper-intermediate+ in English;

WOULD BE A PLUS:

• Active Kaggle participation;
• Experience in Computer Vision