Summary
Layne Vaden is a data-driven Senior Data Analyst with six years of experience turning large-scale behavioral datasets into strategic, operational decisions across mobility and energy sectors. He has driven regional growth and operational health at Lyft—distilling 15M+ weekly rides to surface supply, demand, and competitive trends—and now applies that expertise at Aurora. Comfortable presenting from team meetings to CEO-facing decks, Layne also mentors analysts and has acted as a team lead, ensuring continuity for complex projects. His background in mechanical engineering and energy systems, plus a programming certificate, gives him a rare blend of domain fluency and technical rigor, evidenced by automating billing and validation workflows that supported $400M monthly revenue. Known for building dashboards and governance around KPIs, he favors practical, experiment-driven hypotheses that move product and business metrics.
6 years of coding experience
8 years of employment as a software developer
Johns Hopkins University
MS, Energy Systems, MS, Energy Systems at Northeastern University
Continuing Education Certificate, Computer Programming, Continuing Education Certificate, Computer Programming at Rutgers University
German