Description
Title: Lead Research Engineer – Machine Learning and AI
Location: Bangalore, India
Organization: Center for Innovation in Diagnostics, Bangalore
Mode of employment: Full time
Lead Research Engineer
Introduction
Siemens Healthineers develops innovations that support better patient outcomes with greater efficiencies, giving providers confidence that they need to meet the clinical, operational and financial challenges of a changing healthcare landscape. With 45,000+ employees Siemens Healthineers is one of the world’s largest suppliers of technology to the healthcare industry. As a global leader in medical imaging, laboratory diagnostics, and healthcare information technology, we have a keen understanding of the entire patient care continuum—from prevention and early detection to diagnosis and treatment.
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 machine learning and diagnostics. This person will be involved in hands-on development of computational algorithms to analyze diagnostic 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, Matlab, C++ or similar high-level programming languages is required
? Familiarity with cloud infrastructures and their tools for machine learning (e.g., Azure, AWS, Google Cloud) is advantageous
? Familiarity with software development best practices, version control systems (e.g., Git), and collaborative development environments
? Solid communication and interpersonal skills
? Creative, self-directed, and a team player with an ability to take ownership and accountability of assigned tasks
In case you have acquired your skills in alternative ways your application is just as well appreciated.
What else do I need to know?
Siemens Healthineers is dedicated to equality and we welcome applications that reflect the diversity of the communities we work in. All employment decisions at Siemens Healthineers are based on qualifications, merit and business need. Bring your curiosity and imagination and help us shape tomorrow.
We are looking forward to receiving your online application. Please ensure you complete all areas of the application form to the best of your ability as we will use the data to review your suitability for the role.
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