Jonathan Jacobs
- Role
- Data Scientist Iii at Expedia Group
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Jonathan Jacobs
Proven record of high business impact through analytics and sophisticated statistical…
Experience
Data Scientist Iii
Oct 2022 — Present
Increased forecasting accuracy in the Flights Sponsored Listing product by developing custom statistical models for each route, doubling the available routes for sale and boosting revenue potential by 20%- Applied time series cluster analysis to categorize similar seasonal trends by business line, optimizing prediction models and trimming operational work from 4 weeks to 1 day. This approach facilitated quicker adaptations to evolving seasonal influences, both internally and externally- Designed and led a cross-functional team to create the organization\'s dynamic inventory tool using Python, integrated SQL queries, and API calls. The tool achieved a 500% productivity boost, condensing product lookup from 1 minute per item to under 2 minutes for 200+ products in total. User base expanded to 300+. Later, I oversaw its redesign for integration with a new OMS- Implemented advanced data integration for a robust infrastructure that powered diverse dashboards and analytical tools. This system enriched organizational insights, enhancing data-driven decision-making.
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