Career pathway
NHS Analytics & Open-Source Tools
Become the analyst the NHS is trying to grow.
R, Python and reproducible analytical pipelines are transforming NHS analysis from spreadsheets into engineering - and the analysts who make that jump are in demand everywhere.
Register freeAround 10 hours, at your own pace
About this pathway
The NHS employs thousands of analysts, and the job is changing underneath them. Reproducible analytical pipelines - RAP - are becoming the default: analysis written as code, version-controlled, tested and open, instead of copied between spreadsheets. The NHS-R and NHS Python communities have built a culture of sharing that means an analyst in one trust can pick up tools built in another.
This pathway starts with From Data to Decision, a practical guide to collaborative healthcare analytics mapped to the NHS Analyst Competency Framework, then takes you into the community itself through selected RPySOC conference talks: why analysts outgrow Excel, how teams adopt RAP by default, how to test a pipeline properly, what national-scale open analytics looks like on OpenSAFELY, and a concrete Excel-to-web-app journey you can copy.
Careers run from analyst into senior and principal roles, towards head of insight and chief data officer positions - in trusts, integrated care boards, national programmes and the consultancies that serve them. The skills transfer: an NHS analyst fluent in R, Python and RAP is employable across the public sector and beyond.
What you'll be able to do
- Work through the analyst competencies in From Data to Decision
- Explain what a reproducible analytical pipeline is and why RAP-by-default matters
- Apply testing practice to analytical code
- Draw on the NHS-R and NHS Python communities' tools and people
- Turn a manual reporting process into a reproducible, shareable one
What's in this pathway
6 steps
Self Paced CourseFrom Data to Decision: A Practical Guide for Collaborative Healthcare Analytics
Build key skills in communication, teamwork, and analysis for early-career health data professionals.
2 modules- From Data to Decision: A Practical Guide for Collaborative Healthcare Analytics
- Review and Additional Resources
View Self Paced Course
Who this pathway is for
NHS analysts who want to move beyond spreadsheets; analysts elsewhere in the public sector working with health or care data; software-minded people who want their work to matter to patients. If you are new to health data, take Health Data Fundamentals first.
Ready to work towards this career?
R, Python and reproducible analytical pipelines are transforming NHS analysis from spreadsheets into engineering - and the analysts who make that jump are in demand everywhere.
