We are looking fora motivated and result-oriented “Machine Learning Scientist” to join the AI and Machine LearningR&Dteam in Munich. In this role you will be responsible fordeveloping state-of-the-art machine learning algorithms and applications for different medical fields like ophthalmology, laser vision correction and microsurgery. You will also have a key role in driving innovation and implementing new concepts of AI-based medical software on cloud, or on devices.This role involves close interaction and collaboration with different teams and functions across different locations.
Your Role
1. Developing ML algorithms and data mining methods for medical applications, primarily with text data and secondarily with structured data
2. Driving innovation and generatingintellectual properties
3. Provide technical expertise and guidance to support defining the requirements of cloud-based or device-based ML algorithm
4. Establishing and reviewing quality management system documents for approving ML applications
5. Reviewingstate-of-the-art AI applications from third party providers, analyzing,and preparing them as needed for productive deployment
Your Profile
6. PhD in machine learning, data science, informatic or related fields
7. 3 years of experience working as a data scientist
8. Experience in natural language processing with classic NLP approaches as well as the more advanced Large Language Models
9. Deep knowledge of shallow and deep machine learning algorithms
10. Experience in using machine learning frameworks and tools (e.g TensorFlow, PyTorch)
11. Proficiency in using Python programming language
12. Hands on experience with ML cloud providers, preferably with MicrosoftAzure ML service
13. Good knowledge of statistical analysis and statistical pattern recognition with structured data
14. Ability to collaborate productively with a wide range of stakeholders
15. Fluency in English
Nice to have
16. Experience in computer vision and ML algorithm development for images is a plus
17. Experience working in a regulated environment such as medical softwaredevelopment is a plus
18. Extensive knowledge of Microsoft Azure platform and its workspaces is a plus
19. Experience with other programming languages such as C++ is a plus
Your ZEISS Recruiting Team:
Sabrina Rieker