The Dementia Research Centre (Singapore) brings together novel digital tests, fluid biomarker discovery as well as state-of-the art neuroimaging techniques to understand Asian Dementia as well as to develop strategies to prevent and delay dementia. Through our work we hope to develop new, cost-effective tools to screen for and treat cognitive impairment years in advance to prevent dementia and reduce the burden of dementia on society, families, and caregivers. This role will work on the data science aspects of digital health products being developed at the Dementia Research Centre (Singapore) to assist in building novel machine learning and AI models for new cognitive games. Developing and bringing the products from lab to market will also boost innovation and impact the space of dementia and health technology.
Job Description
- Machine learning models development
- Data analysis
- Feature engineering
- Metrics and evaluation
- Digital biomarker evaluation
- Data preprocessing
- Backend integration
- Continuous development and continuous integration of models with digital applications
Requirements
- A bachelor’s degree in Computer Science or Data Science or Machine Learning or a related field with hands-on experience in one or more of the following: machine learning, data science, innovative solutions, digital biomarkers
- Excellent verbal and written communication skills
- Independent and can work well in a team
- Backend development experience
- Passion and interest for innovation in cognitive and mental healthcare
