Career timeline. Education: BSc Biochemistry, then MSc Marine Microbiology and Bioinformatics. Main path: Data Scientist, Senior Data Scientist, Senior Data Strategist, CTO, and now Principal. Three ongoing branches: consulting, writing books, and lecturing.