Digital Biomarker Signal Processing Algorithm Manager
Vor 3 Tagen
The Role
We are seeking an Algorithm R&D Manager to contribute to the development of signal processing algorithms for digital health technologies at Roche. The successful candidate will be responsible for designing and implementing algorithms to extract meaningful features from sensor data collected with our digital health tools.
Your Impact
As the Algorithm R&D Manager, you will oversee the development and validation of algorithms, collaborate with cross-functional teams to integrate algorithmic solutions into our products, and support the scientific foundation for disease monitoring and screening solutions.
Responsibilities
- Develop and implement signal processing algorithms to extract meaningful features from sensor data
- Collaborate with data analysts and scientists to integrate algorithmic solutions into our products
- Support the development of novel data insights products around our digital health technology tools
- Lead activities in matrix teams and drive the understanding of data analysis results
- Scientifically support customer interactions and provide data analysis support for customer questions
Requirements
- Ph.D. in engineering, mathematics, statistics, natural science, or informatics
- 5+ years of experience with signal processing and machine learning
- Understanding of the V3 framework and similar approaches
- Track record of algorithm validation and publication in peer-reviewed journals
- Excellent programming skills in Python and experience with data analysis and visualization tools
- Excellent written and verbal communication skills
What We Offer
As a member of our team, you will have the opportunity to work on cutting-edge digital health technologies and contribute to the development of innovative solutions for patients and healthcare professionals. We offer a dynamic and collaborative work environment, opportunities for professional growth, and a competitive compensation package.
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