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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Machine Learning Scientist - **Company:** Nucs Ai - **Location:** Germany - **Experience:** Expert - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Artificial Neural Networks, Computer Vision, Computer Programming, Image Analysis, Data Integration, Statistical Hypothesis Testing, Python (Programming Language), Machine Learning, Pytorch, Deep Learning, Generative AI - **Published:** September 5, 2026 - **Apply:** https://startup.jobs/machine-learning-scientist-nucs-ai-8348265 ## About the Role * PhD in machine learning, computer vision, medical image analysis, biomedical engineering, or related field * Strong publication record in relevant venues (medical imaging, clinical ML, computer vision) * Experience structuring and executing research collaborations with academic and clinical institutions * Deep expertise in deep learning architectures for image analysis (CNNs, transformers, U-Nets, etc.) * Strong programming skills in Python and deep learning frameworks (PyTorch preferred) * Experience working with medical imaging data (PET/CT, MRI, or similar modalities) * Strong statistical foundations - experimental design, hypothesis testing, survival analysis, and clinical biostatistics, * Experience with nuclear medicine imaging & dosimetry (PSMA-PET, FDG-PET, SPECT) * Expertise in treatment outcome prediction, survival analysis, or longitudinal modeling * Experience with multi-modal data integration (imaging + clinical + genomic) * Familiarity with clinical trial design and regulatory evidence requirements * Prior industry experience translating research into deployed products * Experience with graph neural networks, molecular representations, or drug-response modeling * Experience with Generative AI in medical domain ## Description You'll work at the intersection of ML research and clinical application, collaborating closely with physicians, medical physicists, and experienced engineers with deep domain expertise. Together, you'll develop methods that are scientifically rigorous and clinically meaningful. Your work will directly shape our product capabilities and contribute to peer-reviewed science., * Develop novel ML/DL methods for medical image analysis, including segmentation, lesion detection, longitudinal tracking, treatment response prediction, and outcome modeling * Design and conduct experiments to evaluate new approaches against clinical baselines and state-of-the-art methods * Stay current with the literature and propose research directions that advance Nucs AI's product and scientific goals * Publish findings in top-tier venues (MICCAI, RSNA, JNM, Medical Image Analysis) and represent Nucs AI at scientific conferences Clinical Translation * Collaborate with clinicians and medical physicists to ensure methods are grounded in clinical reality * Produce validated research outputs with documented performance benchmarks and clear handoff specifications for production engineering * Contribute to clinical validation studies and evidence generation for regulatory submissions External Engagement * Collaborate with external academic research partners on joint studies * Support scientific diligence with pharma and clinical partners * Contribute to Nucs AI's scientific credibility in the field ## Related Videos - [Geometric deep learning for drug discovery](https://www.wearedevelopers.com/videos/264-geometric-deep-learning-for-drug-discovery) - [Getting Started with Machine Learning](https://www.wearedevelopers.com/videos/260-getting-started-with-machine-learning) - [Your imaginations is (no longer) the limit: how Generative AI empowers people to be creative](https://www.wearedevelopers.com/videos/741-your-imaginations-is-no-longer-the-limit-how-generative-ai-empowers-people-to-be-creative) - [Photonic Computing: Programming a New Class of AI Accelerators (incl. Live Coding)](https://www.wearedevelopers.com/videos/100196-photonic-computing-programming-a-new-class-of-ai-accelerators-incl-live-coding) - [Data Science, ML & AI in the Oil and Gas Industry at NDT Global - Dr. Katja Träumner](https://www.wearedevelopers.com/videos/1308-data-science-ml-ai-in-the-oil-and-gas-industry-at-ndt-global-dr-katja-traumner) - [The shadows that follow the AI generative models](https://www.wearedevelopers.com/videos/624-the-shadows-that-follow-the-ai-generative-models) ## Related Articles - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [The Most Popular IT Jobs on the Market](https://www.wearedevelopers.com/magazine/376-the-most-popular-it-jobs-on-the-market) - [Everything a Developer Needs to Know About MCP with Neo4j](https://www.wearedevelopers.com/magazine/604-everything-a-developer-needs-to-know-about-mcp-with-neo4j) - [Best Coding Boot Camps in Germany](https://www.wearedevelopers.com/magazine/237-best-coding-boot-camps-in-germany)