Zedsen is embarking on ambitious projects to collect a unique dataset across multiple sources – simulation, the lab and the clinic – unique to our sensor technology. We are looking for an enthusiastic data analyst with knowledge of statistical machine learning to help build our analysis and inference pipelines. A strong background in electronics would help in this role, enabling a deeper understanding of how our sensors work, and therefore better analysis design. The workflows developed will directly inform our products and services - so your algorithms will be at the core of next generation oncology solutions!
Key Responsibilities
· Developing pipelines to analyse device and clinical data
· Writing internal reports on these analyses, making recommendations for improvements and future work
· Developing synthetic data sets
· Developing statistical noise models for enhancing synthetic data sets
· Contributing to the development and maintenance of our codebase (predominantly python)
· Ideating and co-designing Zedsen’s future data science strategy
· Project ownership: as a senior you will own and drive projects which help achieve company goals.
Qualifying Requirements:
· {PhD + 2 years of industry or post-doc experience / Master’s degree + 3 years industry experience} in Engineering / Physics / Mathematics – or a similar computational background.
· Experience of data analysis and statistical learning in python.
· Understanding of electronics and circuits – ideally experience with bioimpedance/capacitance sensing, EEG / ECG, or similar systems.
Other useful experience / knowledge is:
- Experience working on cloud platforms
- Competence in the Unix terminal
- Some knowledge of Finite Element Methods
- Experience working on medical devices
- Enthusiasm to develop in a start-up environment
How we Work
The Algorithms and Analysis team at Zedsen is a group of enthusiastic developers and analysts. We all contribute to development ideas, strategy and code. We work collaboratively. Your ideas will be welcome and challenged and you will need to give constructive feedback on those of others. Join us if you want to build important things with others.