About Us
Roche fosters diversity, equity and inclusion, representing the communities we serve. When dealing with healthcare on a global scale, diversity is an essential ingredient to success. We believe that inclusion is key to understanding people's varied healthcare needs. Together, we embrace individuality and share a passion for exceptional care.
The Position
This role is based in the Product Development Data Sciences department, which provides world-class trial designs, statistical insights and analytics for both clinical trials and real-world data. Our team partners closely with experts from different functions within our company, academics and Health Authorities to innovate and bring more safe and effective drugs to patients faster and at a lower cost to society.
The Opportunity
We are seeking a highly motivated and talented Data Scientist Intern to join our team in developing new endpoints based on Digital Health Technology (DHT). This internship offers a unique opportunity to work on cutting-edge projects that have the potential to transform the way we diagnose and treat neurological diseases and how DHTs impact drug development.
Key Responsibilities
* Learn about state-of-the-art algorithms for passive activity/gait analysis.
* Develop and implement novel data analysis methods for quality checks and activity/gait analysis using wearable Inertial Measurement Unit (IMU) technology.
* Apply AI/ML methodologies, such as deep learning, to analyze high-frequency "raw data" from wearable sensors.
* Develop prediction models for disease evolution.
* Compare results to clinical data collected in Roche and external studies.
* Presentation of findings to our internal Roche community.
Requirements
To be successful in this role, you will need:
* To have completed or be close to finishing a MSc or doing a PhD (or equivalent) in Data Science or a related discipline.
* Experience with time-series data and signal processing.
* Knowledge of Machine Learning fundamentals.
* Strong programming skills in Python (required) and R (optional).
* Effective communication skills in English.
Preferred Qualifications
It would be beneficial if you have:
* Experience with biosensors and biomechanical models.
* Experience with Machine Learning in Python.
About Us
At Roche, over 100,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we've become one of the world's leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity.
Basel is the headquarters of the Roche Group and one of its most important centres of pharmaceutical research. Over 10,700 employees from over 100 countries come together at our Basel/Kaiseraugst site, which is one of Roche's largest sites.
We offer extensive development and training opportunities, flexible working options, 18 weeks of maternity leave and 10 weeks of gender-independent partnership leave. Our employees also benefit from multiple services on site, including child-care facilities, medical services, restaurants and cafeterias, as well as various employee events.
We believe in the power of diversity and inclusion, and strive to identify and create opportunities that enable all people to bring their unique selves to Roche.