Digital Biomarker Algorithm R&D Manager
At Roche, we are dedicated to creating community- and regulator-accepted digital endpoints and digital outcomes that redefine the way we measure disease progression in clinical drug trials.
We are seeking an experienced Algorithm R&D leader to co-create and drive the development and application of signal processing algorithms on sensor data collected in multiple disease areas.
Key Responsibilities:
* Scientific product owner of our library of signal processing algorithms to extract meaningful features from raw sensor data.
* Oversee and develop novel and improve existing algorithms.
* Develop and execute strategies for validation of algorithms and devices.
* Co-develop the roadmap for library maintenance and extension together with the technical product owner of the library.
* Support and build the lifecycle of algorithm development from early research up to a computer system validated algorithm.
* Work together with other teams to support the development of novel data insights products around our digital health technology tools.
Requirements:
* Very good university degree in engineering, mathematics, statistics, natural science or informatics.
* 5+ years of hands-on experience with signal processing of data collected with digital health technologies.
* Understanding of V3 framework and similar approaches.
* Track record of algorithm validation.
* ML/AI experience.
* Strong experience with analyzing and visualizing large data sets.
* Experience of working collaboratively within a large team.
* Track record of writing compelling publications in high impact, peer-reviewed journals.