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ML Engineer - MedTech Startup

  • Hybrid
    • Berlin, Berlin, Germany
  • Product

Job description

About Us:
Nucs AI is an innovative MedTech startup revolutionizing the management of prostate cancer through AI-powered solutions. We develop advanced medical software that leverages cutting-edge machine learning models to assist healthcare providers in diagnosing and treating prostate cancer. As we finalize our seed investment round, we are seeking a talented AI/ML Engineer to join our growing team and contribute to the development of our pioneering technology.

Why Join Us?
Impactful Work: Directly contribute to AI-driven solutions that improve patient outcomes and save lives.
Innovative Environment: Collaborate with a forward-thinking team using cutting-edge AI and machine learning technologies.
Professional Growth: Own key projects, expand your AI/ML expertise, and work on real-world healthcare applications.
Startup Culture: Join a dynamic, fast-paced work environment where your contributions make a tangible impact.


Position Overview:

As an ML Engineer at Nucs AI, you will be at the forefront of developing and deploying cutting-edge machine learning models to power our AI-driven medical software solutions. Your role will involve building algorithms that analyze medical images and data, driving innovation in prostate cancer diagnosis and treatment. You will work closely with our engineering teams to ensure that our AI models are scalable, secure, and aligned with clinical and regulatory standards.


Key Responsibilities:

  • Model Development: Design, train, and optimize machine learning models for medical image analysis, leveraging deep learning techniques (e.g., CNNs, Vision Transformers, Multi-Modal LLMs).

  • Data Processing: Build data pipelines to clean, preprocess, and augment large datasets of medical images, ensuring the highest accuracy of AI models.

  • Integration: Collaborate with back-end developers to integrate AI models into our software solutions for seamless deployment in clinical environments.

  • Cloud-Based AI: Develop scalable AI solutions on cloud platforms (Google Cloud preferred) using tools such as PyTorch, ONNX Runtime or similar.

  • Regulatory Compliance: Ensure AI models and data processing adhere to healthcare regulations like HIPAA and meet medical industry standards.

  • Evaluation Pipeline: Build strong evaluation pipelines to extract insights about trained model performance.

What We’re Looking For (must-haves):

  • Strong proficiency in machine learning frameworks: PyTorch and ONNX

  • Experience with medical imaging technologies and datasets: DICOM, NIFTY and similar

  • Expertise in developing deep learning models for 3D image segmentation.

  • Strong expertise in fine-tuning and deployment of multi-modal LLMs

  • Familiarity with cloud platforms (Google Cloud or AWS)

Previous experience with PACS integration is a strong plus.

What We Offer:

  • An exciting and dynamic work environment in the cutting-edge MedTech industry.

  • Opportunities to work closely with the leadership team and contribute to the development of innovative products.

  • Competitive salary and potential for growth within the company.

  • Stock options, providing an opportunity to own a part of our rapidly growing startup.

  • Flexible working hours and remote work options, along with regular communication and participation in team meetings.

How to Apply:
If you are passionate about AI/ML and excited about contributing to the future of healthcare technology, we want to hear from you! Please send your resume and a cover letter detailing your relevant experience and explaining why you’re interested in this role.

Join Nucs AI and help transform the future of prostate cancer management with innovative, AI-powered solutions!

Job requirements

  • PyTorch & ONNX

  • Fine-tuning multi-modal LLMs

  • Google Cloud or AWS experience

  • 3D Image Segmentation

  • Ability to work with data formats like DICOM and NIFTY

  • Located in Berlin

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