Lead Research Engineer - Machine Learning and AI
Location
Bangalore | India
Job description
- The Center for Innovation in Diagnostics Group of Siemens Healthineers at Bangalore, India is looking to recruit candidate who has a keen interest and passion for inter-disciplinary research and development in data sciences and diagnostics
- This person will be involved in hands-on development of computational algorithms to analyze biomedical data and model the behavior
What are my responsibilities
- Conduct research, design and implement algorithms using machine learning for analysis of data acquired through various diagnostic devices
- Implement algorithms in suitable high-level programming language
- Translate clinical decisioning solution concepts and algorithms into implementable practical solutions of business relevance
- Advance the state-of-the-art including generating patents and publications in top journals and conferences
- Contribute to the group's efforts in machine learning and decisioning sciences in the areas of precision diagnostics and personalized healthcare
What do I need to qualify for this job
- Post-graduate degree (Ph.D. is preferred) in Applied Math/Engineering/Sciences with 1 to 2 years experience
- Strong theoretical and practical knowledge in statistics and mathematics
- Strong understanding of under the hood fundamentals of deep learning and other machine learning frameworks
- Demonstrated ability in the application of Machine Learning/AI in real-world industrial settings with large scale data
- Hands-on experience with deep learning frameworks such as Keras, TensorFlow or PyTorch is required
- Ability to write scripts in Python, R, C++ or similar high-level programming languages is required
- Solid communication and interpersonal skills
- Creative, self-directed, and a team player with an ability to take ownership and accountability of assigned tasks
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