| Statistical Software | Stata, R (survival, mice, brms, rstanarm), SAS, JMP, SPSS, NONMEM, GraphPad Prism | Survival, mixed models, Bayesian, PK-PD. |
| Trial Management | REDCap, OpenClinica, RAVE Medidata, ProSPECT, MACRO, INFORM | EDC, CRF design, monitoring, query management. |
| UK NHS Data Sources | CPRD (Aurum, GOLD), HES, NHS Digital, ONS LSDM, UK Biobank, Genomics England 100K, SAIL Wales, BHF Data Science Centre | Real-world evidence, observational studies. |
| Imaging Software | FSL, FreeSurfer, SPM12, ANTs, MRIcron, ITK-SNAP, 3D Slicer, OsiriX | MRI, fMRI, CT analysis pipelines. |
| Genomics & Omics | GATK, DeepVariant, REGENIE, PLINK2, Hail, MaxQuant, Skyline, Olink Explore HT, SomaScan | Clinical genomics, biomarker discovery. |
| Trial Reporting | CONSORT 2025, SPIRIT 2025, STROBE, RECORD, TRIPOD+AI, IDEAL (surgery) | Reporting-standard compliance. |
| GCP / Regulatory | ICH-GCP E6(R3), MHRA CTA, IRAS, REC, EudraCT, ClinicalTrials.gov, HRA decision tool | Regulatory submission and ethics. |
| Systematic Review | Covidence, Rayyan, RevMan, EPPI-Reviewer, GRADEpro, RoB 2, ROBINS-I, AMSTAR 2 | PRISMA reviews, Cochrane methods. |
| HTA / Health Economics | TreeAge Pro, R (heemod, BCEA, dampack), Excel, AMUA, ISPOR Good Practices, NICE methods guide 2022 | Cost-effectiveness, microsimulation. |
| Ethics & Governance | HRA / IRAS, NHS REC, university REC, MHRA CTA, GDPR / DPA 2018, Caldicott, NHS Digital DSA, ONS SRS | Ethics, data access, governance. |
| Reporting Standards | CONSORT 2025, SPIRIT 2025, STROBE, RECORD-PE, CHEERS 2022, IDEAL, REMARK, TRIPOD+AI | Compliance with discipline-specific reporting. |
| Target Journals | NEJM, Lancet, JAMA, BMJ, Annals Int Med, Circulation, JCO, Eur Heart J, Lancet Diabetes Endo, Lancet Oncol | Top-tier publication target alignment. |