(Senior) Machine Learning Engineer (all)
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Posted on:
Yesterday
Vacancies:
1 Vacancy
Job Summary
ABOUT THE ROLE
As a Senior Machine Learning Engineer youll be a key contributor to our AI team developing deep learning computer vision models for medical applications. Your focus will be on designing training and validating ML solutions that analyze radiological imaging data (MRI CT) to support accurate and efficient diagnoses. Youll work hands-on with modern deep learning frameworks and take responsibility in mission-critical ML design choices to ensure that models meet clinical and regulatory this role youll have the chance to drive the end-to-end evolution of medical AItransforming complex research experiments into high-impact production-ready diagnostic tools that define the future of radiological care.
YOUR RESPONSIBILITIES
- Advance the development of high-performance computer vision architectures to detect and diagnose medical conditions within complex radiological datasets (MRI CT).
- Design and implement rigorous validation frameworks to ensure model robustness clinical efficacy and compliance with medical device certification standards.
- Engineer solutions with clinical trust at the core prioritizing model interpretability and uncertainty quantification to provide actionable insights for healthcare professionals.
- Optimize scalable ML pipelines within a modern Docker and AWS ecosystem ensuring a seamless transition from experimental research to production-grade deployment.
YOUR BACKGROUND
- Ph.D. or Masters in Computer Science Machine Learning Engineering Mathematics or a related quantitative field.
- 3 years of industry experience specifically focused on computer vision for medical applications.
- Expertise in Python and PyTorch with a deep understanding of medical image processing techniques and data formats.
- Strong theoretical and practical understanding of modern computer vision architectures for 3D image segmentation and object detection (e.g. CNNs ViT).
- Familiarity with at least two of the following areas:
- Self-supervised or semi-supervised learning
- Computer vision foundation models
- Anomaly detection
- Active learning
- Proven ability to contribute to large-scale codebases and handle complex datasets in a collaborative environment.
- Commitment to robust software engineering practices: including version control (Git) unit testing CI/CD and writing clean maintainable code.
WHAT YOU CAN EXPECT
- Focus on what matters:At our company competence personality and commitment are more important than formalities or the study program you chose.
- Your Impact: Your work helps make disease diagnosis faster more precise and more manageable.
- Your Team:Join a highly motivated interdisciplinary team with fast decision-making processes and a collaborative atmosphere.
- Freedom to choose: Work remotely or from our office in Berlin - Kreuzberg whatever suits you best.
- Benefits: Use your personal benefits budget flexibly and choose the perks that suit you best!
About us
Our Vision: A healthier world with universal access to accurate diagnoses.
Our Mission: AI power in every scan. Confidence in every diagnosis. Efficiency that reaches every patient.
At mediaire we live by our values: Innovation Integrity Dedication Customer-Centricity and Teamwork.
What truly sets us apart is our team: radiologists working side by side with engineers data scientists and experts from medicine technology and beyond. This unique collaboration ensures our AI is not just innovative but impactful in routine clinical workflows.
If youre ready to shape the future of medical AI and make a real difference in healthcare join us!
Required Experience:
IC
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
About Company
At medi ai re , we are redefining healthcare with AI. Founded in 2018, we develop clinically integrated software that helps radiologists assess medical imaging data faster, more precisely, and more objectively – making a real difference in everyday clinical practice. Today, our soluti ... View more
