Ilya Vompe
Development
israel, Israel
Skills
Data Science
About
Ilya Vompe's skills align with System Developers and Analysts (Information and Communication Technology). Ilya also has skills associated with Database Specialists (Information and Communication Technology). Ilya Vompe has 5 years of work experience.
Work Experience
Data Scientist, Atalef
Ramat Gan
July 2022 - Present
- • Revolutionized hiring processes by developing a pioneering ML model for precise job-candidate matching. • Led the creation of an AI solution to streamline skills data collection and classification. • Engineered modular and scalable microservices in Python, enhancing system flexibility and performance. • Implemented Python-based web scrapers for real-time data access and critical information retrieval. • Played a key role in optimizing database architecture, improving data storage efficiency for analytical processes. • Transformed complex data into actionable insights through data visualization techniques.
Data Analyst
GetFaster GmbH
December 2021 - July 2022
- • Engineered ML models to analyze subscriber behavior and implement scoring mechanisms. • Designed and executed A/B tests to fine-tune ML models, ensuring optimal performance and accuracy. • Developed an ML model for effective customer segmentation, improving targeted marketing strategies. • Calculated Customer Lifetime Value (CLV), providing valuable insights for strategic business planning. • Applied ad-hoc analytics techniques to derive actionable insights. • Played a pivotal role in optimizing database architecture.
Business Analyst
Mobile TeleSystems
September 2018 - October 2021
- Developed advanced mathematical and scoring models to analyze and predict subscriber behavior, optimizing decision-making. • Played a key role in automating business processes within CRM, enhancing operational efficiency. • Architectured dozens of big data marts, providing a solid foundation for comprehensive data analysis. • Developed ML models for customer segmentation, enabling targeted and personalized marketing campaigns. • Created impactful segments for targeted marketing campaigns, maximizing outreach and engagement. • Applied ad-hoc analytics for agile insights and conducted the analysis and adjustment of hundreds of marketing campaigns.
Education
