Senior Data Scientist, Entia
£65-75k
Medical devices that enable treatment from cancer patients' homes
Job no longer available
Medical devices that enable treatment from cancer patients' homes
21-100 employees
Job no longer available
£65-75k
21-100 employees
Company mission
To build solutions that give cancer patients more quality time than any alternative.
Role
Who you are
- Experience in developing and owning software solutions in Python to novel problems with unpredictable input (examples include computer vision, signal processing, machine learning, cell-counting, etc.)
- A background in applying fundamental statistical concepts to complex real-world problems
- A track-record in identifying and experimenting with a variety of data-driven algorithmic techniques, and an ability to relate context to modelling and analysis assumptions
- Experience in the design of experiments and working with data to form hypotheses and solve problems
- Experienced at communicating effectively with technical and non technical stakeholders
- Able to take a pro-active lead to defining and solving problems
- Highly proficient with standard data science techniques e.g. pandas, matplotlib, seaborn etc. to clean and manipulate messy data to gain insights and visualise
- Experience developing solutions that utilise computer vision and image processing techniques
Desirable
- Experience supporting the definition of hardware that will provide data for machine-learning/signal processing systems
- Experience in heavily regulated industries working to standards, including the development of medical and diagnostic devices
- Experience delivering complex data science projects in a medical context
- Experience in various stages of clinical trial design and analysis
- An understanding of fluid rheology and blood
- Experience working within Agile/Lean methodologies/teams
- Experience in writing production level code, especially on embedded platforms
- Experience in working with structured and unstructured datasets to quickly form
What the job involves
- Work within a multi-disciplinary team to identify and implement new technical approaches to improve the performance of our products and help us deliver better solutions and provide more value to patients, clinicians and healthcare systems. Expect creative thinking, and stepping outside your area of expertise
- Share your technical expertise and knowledge and provide mentorship to improve capabilities across the team and wider company
- Contribute to our existing data science capability and communicate key analyses and results within Entia
- Be pro-active in helping to develop an understanding of our problem space, and help us test and develop faster
Our take
Entia have developed a hand-held blood testing kit that can be used at home by chemotherapy patients to tailor treatment to their specific needs.
Its monitor can reduce cancellations for chemotherapy appointments and limit hospital visits just for blood count checks. And that means there are more chemotherapy slots for other people awaiting urgent treatment.
Using the monitor not only ensures that clinical pathways are fashioned around the individual’s needs but it also achieves a significant reduction in healthcare spending.
After forming a partnership with Pfizer UK and using some of its latest funding on creating Entia Liberty - the virtual oncology solution, the company is focused on offering virtual monitoring service being made available in the UK for metastatic breast cancer patients, pending the usual regulatory approval.
Freddie
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 5 rounds)
Jul 2023
$22m
SERIES A
Oct 2021
$12m
EARLY VC
Total funding: $38m
Company benefits
- Collaborations with world-leading research institutions, healthcare providers and companies
- We give you the tools and the tech you need to get you going
- A fun and collaborative environment where you get to join a growing start-up transforming the delivery of cancer care
- Annual company trip as well as regular company events, hack days and social actives
- 43 days of annual leave (30 days flexible leave, 8 bank holidays allowance taken whenever you like and 5 days of company shutdown at the end of each year), plus volunteering days & sabbatical opportunities
- A flexible work environment - our culture is built on trust
- Perks and benefits including corp discounts, cycle to work, pension, and personal support including mental health and financial advice. We're currently working through these to add more and make them even better!
- Annual training budget
- Professional development and career progression - we want you to achieve your greatest potential here
- Collaborations with world-leading research institutions, healthcare providers and companies
Company HQ
Holborn, London, UK
Leadership
Toby Basey-Fisher
(CEO)Previously Enterprise Fellow at Imperial College London.
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