~/talk

The Need for Speed - AccelerateR-ing R Adoption in GSK

Talkat posit::conf(2023) · 2023-09-17..09-20· [engineering-leadership]
links:none on file
slides:none on file

GSK decides in 2020 to make R the primary language for clinical reporting across a 900+ person Biostatistics organization and finds classroom training (about 80% trained in early rounds) doesn’t stick. An accelerateR agile pod of R and data science experts instead embeds with study teams, runs a weeklong onboarding and short iterative sprints, bundles Git/GitHub and packages training, and turns study code into reusable libraries. A small core of 3 people on team plus embedded study contributors produces regulatory‑reviewed outputs and growing enterprise adoption.

AI-written summary · about

  1. 0:00GSK R adoption introduction
  2. 1:57Biostats core functions transition
  3. 3:02Training challenges and failures
  4. 4:31Adoption barriers insights
  5. 6:19On-demand training and mentoring
  6. 7:23AccelerateR training steps
  7. 9:10Learning by doing principle
  8. 10:37Timing and learning curve challenges
  9. 12:22Successes and benefits
  10. 13:46Resilience through mentoring
  11. 14:49Summary
  12. 15:10Q&A
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