Digital Biomarker Algorithm R&D Manager
vor 3 Wochen
We are seeking a highly skilled Algorithm R&D Manager to join our Digital Biomarker team at Roche. As a key member of our team, you will be responsible for developing and maintaining our library of signal processing algorithms to extract meaningful features from raw sensor data collected with our digital health technology tools.
Key Responsibilities- Develop and improve existing algorithms to extract meaningful features from raw sensor data
- Oversee the validation of algorithms and devices to ensure accuracy and reliability
- Collaborate with the technical product owner to develop and maintain the library of signal processing algorithms
- Support the development of novel data insights products around our digital health technology tools
- Work with the dBM scientific solutions lead and the dBM data solutions lead to support the development of novel data insights products
- Support the UI/UX design of novel digital health technologies to ensure meaningful data collection from an algorithmic perspective
- Scientifically support customer interactions by providing data analysis support for customer questions and supporting the development of material for sales collateral
- Lead activities in matrix teams and be the main interface to other internal and external digital biomarker algorithm development teams
- Drive the understanding of data analysis results by clinical development programs through the development of compelling narratives and presentations
- Write manuscripts for peer-reviewed journal articles to establish the biological, clinical, and patient relevance of data collected in novel digital biomarker approaches
- Very good university degree in engineering, mathematics, statistics, natural science, or informatics
- 5+ years of hands-on experience with signal processing accelerometer, gyroscope, audio data collected with digital health technologies, optimally collected in neurological diseases in a clinical trial context
- Understanding of the V3 framework and similar approaches
- Track record of algorithm validation
- ML/AI experience
- Experience in working in a goal-oriented manner with the customer in mind
- Strong experience with analyzing and visualizing large data sets
- Experience of working collaboratively within a large team and managing your time against competing demands
- Track record of writing compelling publications in high-impact, peer-reviewed journals
- Proficient in Python (optional: R or similar software packages/languages)
- Excellent English language skills and writing skills
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Digital Biomarker Algorithm R&D Manager
vor 3 Wochen
Basel, Basel-Stadt, Schweiz Roche VollzeitThe OpportunityRoche is seeking a highly skilled Algorithm R&D Manager to join our Digital Biomarker team. As a key member of our team, you will be responsible for developing and implementing signal processing algorithms to extract meaningful features from raw sensor data collected with our digital health technology tools.Key ResponsibilitiesDevelop and...
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Digital Biomarker Algorithm R&D Manager
vor 1 Monat
Basel, Basel-Stadt, Schweiz Roche VollzeitThe OpportunityRoche is seeking a highly skilled Algorithm R&D Manager to join our Digital Biomarker team. As a key member of our team, you will be responsible for developing and implementing signal processing algorithms to extract meaningful features from raw sensor data collected with our digital health technology tools.Key ResponsibilitiesDevelop and...
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Digital Biomarker Algorithm R&D Manager
vor 2 Monaten
Basel, Basel-Stadt, Schweiz Roche VollzeitAbout the RoleRoche is seeking a highly skilled Algorithm R&D Manager to join our Digital Biomarker team. As a key member of our team, you will be responsible for developing and maintaining our library of signal processing algorithms to extract meaningful features from raw sensor data collected with our digital health technology tools.Key...
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Digital Biomarker Algorithm R&D Manager
vor 2 Monaten
Basel, Basel-Stadt, Schweiz Roche VollzeitAbout the RoleRoche is seeking a highly skilled Algorithm R&D Manager to join our Digital Biomarker team. As a key member of our team, you will be responsible for developing and implementing signal processing algorithms to extract meaningful features from raw sensor data collected with our digital health technology tools.Key ResponsibilitiesDevelop and...
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Basel, Basel-Stadt, Schweiz Roche VollzeitThe RoleWe 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 ImpactAs the Algorithm...
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