Job Descrption
The Senior Data Scientist will support ICHP's delivery of complex change by bringing a breadth of, statistical, analytical and data engineering skills. You will also bring energy and empathy in the development, execution, and management of the data analysis within projects.
Main duties of the job
The role primarily focuses on the application of the advanced statistics methods and complex quantitative analysis required to help stakeholders characterise the issues they face, the options they have, or to evaluate the impact of changes made. This requires the postholder to understand why analysis is being undertaken, how the outputs are intended to be used, as well as helping to define how we should undertake a particular method of analysis.
The role requires sound understanding and previous experience with statistical methods (such as distributions, statistical testing, regressions, survival analysis methods, difference in differences, propensity score matching, interrupted time... series etc) on healthcare data for medical research.
About us
Discover-NOW is a leading Real World Evidence Hub covering the population of 2.8 million in North West London. Its core purpose is to drive discovery through access to high quality, linked longitudinal health data.
At Discover-NOW, we prioritise client need and are focused on providing a range of services. We are working with leading life sciences companies, academia, and wider industry to support data discovery and R& D. We are also supporting the NHS through our analytical capabilities.
We have a long tradition of working with citizens to co-design our services and commercial model.
Our strategic priorities are:
Enable the discovery of new insights and innovation in healthcare
Derive revenue from services to maintain and expand the NHS data infrastructure
Help maintain public trust in healthcare data sharing
We are also working with NHSE to support the wider development of the Secure Data Environments building on our local expertise. Discover-NOW is hosted by Imperial College Health Partners and is a health data research hub for real world evidence. Discover-NOW not only provides access to a unique de-personalised longitudinal linked dataset across a population of more than 2.8 million, but also has an expert team in place to deliver an analytics service wrapper to all our clients.
Job description
Job responsibilities
Key responsibilities include:
• Population health analytics to help understand the needs of patients within NWL and nationally and how current services can be re- shaped to meet these needs
• Create statistical models using patient level data from the real-world linked datasets e.g. Discover dataset
• Writing complex SQL queries, analysing data in SNOWFLAKE, and having demonstrable understanding of the data warehousing frameworks.
• Project Management
• Delivering on a range of data science projects to both public and private sector clients. Project usually require conducting and interpreting highly complex statistical analysis.
• Being a domain expert, understanding what information is available to address a specific problem, as well as being able to evaluate the strengths and weaknesses of each approach
• Designing and developing complex econometric models that are transparent and user-friendly
• Helping to develop specific analysis, methods, and/or tools that can be used for the purpose of population health improvement.
• Working with clients and stakeholders from operational, clinical, and commercial backgrounds to understand and define the question we are trying to answer.
• Developing reproducible analytical pipelines and documentation using Rmarkdown for R or Jupyter notebook for Python.
Person Specification
Knowledge and Experience
Essential
• Proven experience with Python, R and /or another data science programming language (SQL, SAS, Stata etc).
• Experience in applying statistical / econometric methods to address real world problems
Desirable
• Knowledge of epidemiology / biostatistics, particularly analytical issues relating to studies of treatment effectiveness, disease progression, adherence, healthcare utilisation, etc.
• Experience in writing complex SQL queries
• Experience in building and deploying machine learning models
Skills and Experience
Essential
• Experience Basic SQL and R data analysis and extraction
• Ability to provide and receive highly complex information and to communicate it to others in ways that they understand
• Ability to provide and receive highly complex information and to communicate it to others in ways that they understand
Desirable
• Leadership Skills: evidence of leadership competencies in vision, delivery, decision making, understanding and managing context, emotional intelligence, relationship building, people development and tackling difficult issues.
• Ability to assess planned projects to ensure they will exceed expectations and to develop and communicate high quality, accurately costed proposals reflecting the client brief
Values, behaviours & personal attributes
Essential
• Flexibility to look beyond existing structures, ways of working to produce more effective and innovative means of working.
Employer details
Employer name
Chelsea and Westminster Hospital NHS Foundation Trust
Address
NHS North West London ICB
15 Marylebone Road
London
NW1 5JD
Any attachments will be accessible after you click to apply.
289-CR-1637
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