Digital Biomarker Algorithm R&D Leader

vor 1 Tag


Basel, Basel-Stadt, Schweiz Roche Vollzeit

The Role

As a key member of the digital biomarker data insights team at Roche, you will play a pivotal role in the development and application of signal processing algorithms on sensor data collected in multiple disease areas. Your expertise will drive the creation of novel digital biomarker data insight products, accelerating the development of personalized medicines for patients.

Your Impact

You will be responsible for leading the scientific product development of our library of signal processing algorithms, extracting meaningful features from raw sensor data. This will involve:

  1. Overseeing and developing novel algorithms
  2. Developing and executing strategies for algorithm and device validation
  3. Co-developing the roadmap for library maintenance and extension with the technical product owner
  4. Supporting the lifecycle of algorithm development from research to computer system validation
  5. Collaborating with the dBM scientific solutions lead and data solutions lead to develop novel data insights products
  6. Contributing to the UI/UX design of digital health technologies for meaningful data collection

Requirements

  • PhD in engineering, mathematics, statistics, natural science, or informatics
  • 5+ years of experience with signal processing, accelerometer, gyroscope, and audio data in digital health technologies, preferably in neurological diseases
  • Understanding of the V3 framework and similar approaches
  • Track record of algorithm validation and machine learning/AI experience
  • Strong experience in working with customers, analyzing, and visualizing large data sets
  • Excellent English writing skills and proficiency in Python (R or similar software packages/languages)

About the Team

Roche's digital biomarker team is a multidisciplinary group of scientists, technologists, and data analysts dedicated to creating community- and regulator-accepted digital endpoints and outcomes. We leverage mobile technologies to collect objective and continuous sensor data from patients in clinical trials, co-creating innovative digital remote monitoring concepts and developing health-related outcome measures.

What We Offer

At Roche, you will have the opportunity to work on cutting-edge digital biomarker projects, collaborating with a talented team of experts. We offer a dynamic and supportive work environment, encouraging innovation and growth. If you are passionate about developing novel digital biomarker data insight products and accelerating the development of personalized medicines, we encourage you to apply for this exciting role.



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