ABOUT ORGANOX
OrganOx is a commercial stage organ technology company dedicated to developing technologies to improve outcomes for patients with acute or chronic organ failure. The company was established as a spin out of the University of Oxford in 2008 and is now part of the Terumo Group. OrganOx is a pioneer in normothermic machine perfusion (NMP). Its flagship platform, the metra®, is available for use in the U.S., Europe, Canada, and Australia. It has been utilized in over 7,000 liver transplants to date to keep donor livers in a metabolically active state outside the body enabling longer preservation times and functional assessment of the organ prior to transplant, leading to an increased number of organs available for transplant. Founded in 1921, Terumo Corporation (TSE:4543) strives to fulfil its mission of "Contributing to Society through Healthcare" by providing a comprehensive range of solutions in the fields of therapeutic procedures, hospital operations, and life sciences in more than 160 countries and regions.
Position Summary
The Data Scientist will be part of the Data team, within the Digital function in OrganOx. OrganOx's Data team is changing the way OrganOx operates around data, increasing efficiencies and enabling teams to deliver data-based solutions to make every organ count. The Data Scientist will deliver a collection of Data assets for OrganOx, according to strategic priorities and organisational needs. The assets will include, but not be limited to:
* End-to-end Predictive Machine Learning Models on different domains
* Advanced analysis for key projects, supporting critical projects in the organisation
* Develop root cause analysis for specific organisational domains
* Technological solutions in the data realm to support a variety of stakeholders
Being part of a small team, the Data Scientist will show a flexible approach to problem solving and the capacity to be hands-on in all the steps of the data development cycle (such as requirement capture, problem framing, data cleansing, ML pilot development, model serving, data graphics, final reporting). It is expected that the Data Scientist will follow the Data Team ways of working, as well as contributing to the development and improvement of the ways of working and wider data culture at OrganOx.
This is an on-site position in Oxford UK, with flexibility, to ensure stakeholder engagement with Engineering, Quality and other relevant business units.
Major Responsibilities
Under direction from the Data Science Functional Lead, the Data Scientist will be responsible for:
* Owning the development of ML models producing business-related predictions
* Delivering a diverse range of Analytics projects (e.g., Root Cause analysis, Causal analysis, Hypothesis testing, advanced visualisations) to answer specific business questions, contributing to data-led decisions across the business
* Acting as the advocate and point of reference for good data practices
* Producing quality documentation where appropriate
* Ensuring that the Data Team ways of working are followed and contributing to their review and improvement
* Proactively staying up to date with technology developments within Machine Learning and Artificial Intelligence
* Adhering to the letter and spirit of OrganOx's Code of Conduct and all other company policies
Requirements
Essential
* Proven related Data Science / Software Development / Analytics work experience
* Training in Mathematical and Statistical Foundations, including sampling, distributions, and signal processing
* Well-established experience implementing ML models
* Proven track record in developing solutions using Python and SQL
* Familiarity with software development techniques and development lifecycle (modular design, Continuous Integration/Continuous Development, testing…)
* Critical thinking; demonstrate reasoning where standard box solutions could not apply and application of domain knowledge to frame a problem
* Previous experience with dynamic project scenarios, for example, development work starting early before clear requirements are set, leading to many changes during implementation phases
Desirable
* Comfortable presenting results to technical and non-technical audiences in written and verbal form (online articles, reports, conferences, etc.)
* Able to demonstrate development of one or more projects in PySpark
* Demonstrable experience of development of ML that got served to a live platform and run in a continuous manner from a data feed
* Proven ability related to Machine Learning models in TensorFlow or PyTorch
* Previous exposure to a software or Machine Learning project under an Agile environment
* Able to evidence experience of an ML project using a model from a public repository (GitHub, Hugging Face) as a starting point
* Proven ability and experience in analytics/ML projects in Databricks and/or MS Azure
* Familiarity with Gen AI working frameworks
* Conceptual understanding and application of automatic data ingestion pipeline from different sources for data projects in cloud environments
Qualifications
* Degree in Computer Science, Engineering, Mathematics, Physics or equivalent technical qualification
* Ability to travel up to 10%
Benefits
At OrganOx, we value innovation, evidence, integrity, teamwork, respect, and passion. We offer competitive compensation and comprehensive benefits, including healthcare and retirement plans. We support work-life balance and provide opportunities for ongoing professional development.
We are an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to age, disability, gender reassignment, marriage and civil partnership, pregnancy and maternity, race, religion or belief, sex, sexual orientation race, or any other characteristics protected by law.
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