Your tasks and responsibilities:
- You manage and extend our pool of MRI training and validation data.
- You ensure compliant data ingestion from customers, collaboration partners, and internal teams.
- You organize and store data efficiently and implement quality control measures for data.
- You establish Standard Operating Procedures for data handling and storage within the organization.
- You ensure data integrity and accessibility for machine learning projects.
- You support ML development activities by assisting in data selection and dataset curation considering statistical soundness and requirements for regulatory approvals.
- You work closely with our scientists and engineers to train, evaluate, and improve ML models.
- You perform tests and scientific evaluations on our data.
- You support regulatory submission processes by delivering data management specifications.
To find out more about the specific business, have a look at Magnetic Resonance Imaging
Your qualifications and experience:
- You have successfully completed a university degree (Master's/Diploma/PhD) in Computer Science, Data Science, Machine Learning, Bio-Medical Engineering or similar.
- You have 2 to 5 years of professional experience in data science and machine learning, preferably within medical imaging or healthcare.
- You have proficiency in Python, R; experience with TensorFlow, PyTorch, scikit-learn and C++
- You have a proven track record of establishing and maintaining standard operating procedures for data handling and storage.
- You are familiar with ensuring data integrity and accessibility for advanced ML projects.
- You have knowledge of statistical modeling and methods and regulatory requirements in data management.
Your attributes and skills:
- Since the development teams of the Application Release Train are spread internationally across three locations, strong English Communications skills are required.
- We win together - that's why you are proactively committed to delivering the best possible solutions to our customers
- You present your ideas and results confidently and convincingly in cross-functional development teams
- Personally, you are characterized by your strong teamwork and cooperation skills as well as your persuasiveness
- The highest quality standards in product development are a matter of course for you