Imperial College Healthcare NHS Trust
As a Data Scientist, the post-holder will play a key role in development of VESTA app. The post-holder will be responsible for extractions of data from standard inertial measurement units (IMUs) and perform validation of 3D trajectories utilising pre-existing data models. The post-holder will develop automated algorithms for real-time sensing and feedback to ensure accuracy of diagnostic and treatment manoeuvres for BPPV. The post-holder will regularly communicate with the clinical and non-clinical members of the team to adapt the methodological approaches for achieving adequate diagnostic accuracy. The post-holder will regularly communicate with a systems engineer to fulfil the requirements for integration of analytical, diagnostic, and treatment methods in a mobile application.
The post-holder will contribute to the broader work of the team, in particular the development of reproducible and reusable data curation pipelines. This role would suit a candidate who has existing translational research experience in vestibular domain and would like to expand their skills in supporting the development of data-driven solutions for diagnostics and treatment for common vestibular disorders.
Main duties of the job
- Develop, run, and maintain analytics pipelines for allocated projects.
- Extract, curate, and validate the data from inertial sensors; ensure reusability and reproducibility of methods.
- Develop algorithms for real-time sensing and feedback for accuracy of positional manoeuvres.
- Close collaboration with clinical team to update methodological approaches as needed for an integrated app.
- Close collaboration with Systems Engineer to ensure seamless integration of analytical, diagnostic, and treatment pipelines as part of a single app.
- Development of automated algorithms for detection of cases requiring urgent care with acceptable accuracy.
- Analysis of collected data to evaluate treatment effectiveness, user satisfaction, and safety.
- Prepare plain-language summaries, charts, and reports for stakeholders.
- Incorporate user feedback into algorithms and app design.
- Maintain detailed documentation of data collection, analysis methods, and results; ensure best practices in data handling for a handover.
To apply for this job please visit apps.trac.jobs.