ML Research Engineer

18 ago - Italia
Jobgether

This position is listed on behalf of a partner company, who manages all applications and next steps. Our partner is looking for a ML Research Engineer / Scientist based in Italy.
Join a research-driven team building next-generation AI models designed to understand complete CT studies rather than isolated findings.
You’ll work on foundation models, vision-language learning, and multi-finding detection using medical imaging data at unprecedented scale.
Your research will have a direct path from experimentation to regulatory submissions, hospital deployment, and real-world patient care.
You’ll own models and experiments end to end, from developing the initial idea through training, evaluation, calibration, and production readiness.
You’ll work alongside experienced ML engineers, software engineers, and fellowship-trained radiologists across multiple clinical specialties.
The role combines deep technical research with practical impact, giving you the opportunity to solve challenging problems in medical AI with exceptionally rich real-world data.




This is a fully remote opportunity for an independent researcher who wants their work to move quickly from the lab into clinical practice.
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Accountabilities
Design, develop, train, and evaluate machine learning models capable of interpreting complete CT studies at the study level.
Research foundation-model approaches for medical imaging, including 3D and volumetric learning at large scale.
Develop and investigate vision-language models that connect medical images with the terminology and reporting patterns used by radiologists.
Build models capable of identifying and prioritizing multiple urgent clinical findings simultaneously while maintaining safe and clinically appropriate operating points.
Design and execute independent experiments, from hypothesis formation and architecture selection through training, evaluation, and analysis.
Develop custom architectures, training pipelines, loss functions, and distributed training app

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