Senior Data Engineer - Vision-Language Modeling

February 14

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Floy

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Floy develops AI-driven software that supports radiologists in detecting complex and hard-to-identify diseases. The collaboration of Floy-AI and radiologists ensures optimal patient outcomes by enabling the early detection and thus early treatment of diseases.

51 - 200 employees

📋 Description

• We are seeking a highly skilled and experienced Senior Data Engineer to join our team. • Manage and provide data repositories for ML engineers. • Lead data exploration, curation, and pre-processing efforts. • Build reliable and robust data pipelines in coordination with product managers & ML engineers. • Administration of quality feedback loops and data surveillance (e.g., production case evaluation). • Management of annotation pipelines and platforms to ensure a constant data flow. • Provide well maintained, documented, and testable code, upholding our high quality standards. • Supervise delivery and quality control of data-sets & content, e.g. hold-out, training-data, data-analysis.

🎯 Requirements

• A degree in a relevant scientific (Medical/Computer Science, Engineering) discipline or equivalent experience in a related field. • Deep knowledge in databases (SQL/PostgreSQL). • Deep knowledge in data engineering toolkits (pandas, airflow, airbyte, dbt). • Experience working with large and uncleaned data. • Proficiency in Python and Docker. • Keen eye for detail and a commitment to scientific accuracy. • Excellent written and verbal communication skills in the English language. • Strong commitment to teamwork and to delivering robust and scalable solutions. • Good-to-have: Experience working with DICOM and/or in the Radiology field is a big plus. • Familiarity in working with cloud environments (AWS/GCP). • Experience with NoSQL databases. • Familiarity with machine learning and computer vision methods. • Basic German skills to understand radiology reports. • Exposure to MLOps.

🏖️ Benefits

• Remote team: We provide flexible remote team culture, company retreats and fair compensation. • Pioneer medical AI to maximize human health. • Publication and Patent Opportunities: We encourage you to publish in top venues and generate patents that push the field forward. • Collaborative Environment: Engage with a world-class team of ML engineers, radiologists, data scientists, and product managers. • Mission-Driven Culture: Contribute to improving patient outcomes on conditions often overlooked by mainstream research.