Data Scientist
Amsterdam, North Holland, Netherlands
โข '๐๐ฎ๐บ๐ฒ ๐๐ต๐ฎ๐ป๐ด๐ฒ๐ฟ' ๐๐๐ฎ๐ฟ๐ฑ, ๐ฎ๐ฌ๐ฎ๐ฎReceived the 'Game Changer' award for innovative contributions to Elastic through data and analytics, transforming how Elastic engages with its customers and accelerating growth.โข ๐๐ฒ๐ฑ ๐ฎ ๐ฝ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐ ๐ฐ๐ฎ๐น๐น๐ฒ๐ฑ ๐๐น๐ผ๐๐ฑ ๐๐ผ๐ป๐๐๐บ๐ฝ๐๐ถ๐ผ๐ป ๐๐ผ๐ฟ๐ฒ๐ฐ๐ฎ๐๐:Developed a 3-month consumption forecast using product telemetry and XGBRegressor, enabling proactive identification of under/over-consuming accounts. Achieved a 6% MAPE error, helping teams take timely actions ahead of renewals to ensure customer satisfaction.โข ๐๐ฒ๐ฑ ๐ฎ ๐ฝ๐ฟ๐ผ๐ท๐ฒ๐ฐ๐ ๐ฐ๐ฎ๐น๐น๐ฒ๐ฑ ๐๐๐๐๐ผ๐บ๐ฒ๐ฟ ๐ฏ๐ฒ๐ฌ: ๐ผ๐๐ฉ๐๐ค๐ฃ๐๐๐ก๐ ๐๐ฃ๐จ๐๐๐๐ฉ๐จ: Built a comprehensive dashboard that presents essential information about customers, from consumption and spend to services and support engagement, helping field to make data-driven decisions. ๐๐ ๐ฟ๐ง๐๐ซ๐๐ฃ ๐พ๐๐ช๐ง๐ฃ ๐๐ค๐๐๐ก: Develop a churn score model based on XGBClassifier(), enabling field teams to follow-up their accounts and check their health status in real-time, enable pro-active approach. ๐๐ฉ๐ง๐๐๐ข๐ก๐๐ฃ๐๐ ๐ฟ๐๐ฉ๐ ๐๐๐จ๐ช๐๐ก๐๐ฏ๐๐ฉ๐๐ค๐ฃ: Presents complex data from multiple data sources, making it easy for field to access and analyze critical information about their accounts. ๐๐๐๐๐ฃ๐๐๐๐ก ๐๐๐ก๐๐ข๐๐ฉ๐ง๐ฎ: Created a highly technical telemetry view for solution architects, presenting insights into how customers engage with the product, helping to increase product adoption and revenue. ๐ผ๐๐๐๐๐ซ๐๐ข๐๐ฃ๐ฉ๐จ: Successfully implemented the #1 go-to dashboard for the CSG department, with over 7,000 monthly viewers and 130,000+ views in a yearโthe most-used dashboard across the company.