Report Design, Production and Presentation:
- Built products to suit stakeholder requirements using a variety of tools including Tableau, R/Rmarkdown, Python, Excel, and Power BI.
- Efficient process design through streamlining and automation.
- Presentation of analysis and reports to a range of stakeholders, both internal and external to NHS.
Statistical Analysis and Machine Learning
:
- Applied techniques include logistic regression, multiple linear regression modelling and decision tree analysis.
- Statistical significance and power calculations to inform trial sample size decisions.
- Sensitivity analysis.
Technical Skills
:
- Advanced level in R and SAS (data visualisation, data manipulation, logistic regression, linear regression, statistical testing)
- Proficient in SQL (database querying, multiple table joins/unions, stored procedures, summary functions, database table design and creation)
- Advanced level in Excel (data visualisation, pivot tables, macros, equation solving, user control, conditional formatting)
- Intermediate level Python, Power BI, Tableau, QGIS, HTML, CSS.
