Senior Data Scientist - Search and Recommendation

As a Senior Data Scientist at Wingify, you will be a key player in the Data Science Team, contributing to cutting-edge solutions that drive business growth through Digital Experience Optimization. You will have the opportunity to interact directly with senior leadership, fostering a culture of experimentation and learning. Collaboration with various teams including product development, engineering, and customer success will be crucial in creating impactful solutions that merge business insight with rigorous research. Key Responsibilities: - Recommendation Systems: - Develop content, product, and experience recommendations - Create hybrid recommenders by combining behavior, context, and semantics - User Profiling & Auto-Segmentation: - Automatically profile users based on behavioral signals - Detect affinities and cluster interests that are applicable across diverse industries - Implement ML-driven dynamic user segmentation - Attractiveness & Ranking Models: - Rank experiences/items based on the likelihood of engagement or conversion - Move beyond relevance to consider attractiveness and intent-aware scoring - Experimentation & Impact Measurement: - Design testable models for A/B experiments - Measure incremental impact on conversion, engagement, and retention Qualifications Required: - 46 years of industry experience in Data Science / Applied ML - Strong foundations in machine learning (classification, clustering, ranking, recommendations), statistics, and experimentation - Proficiency in Python and common ML libraries - Strong SQL skills and experience working with large datasets - Ability to independently tackle problems and make sound trade-offs - Appreciation for clean, robust, and maintainable solutions Additional Details: Wingify offers you the chance to work on the forefront of digital optimization and experimentation. You will collaborate with a talented and dynamic team that values innovation, gaining exposure to a unique blend of research and business-driven projects. Your work will directly impact customer experiences and business outcomes. If you are passionate about blending rigorous research with customer-centric product development, apply today to help shape the future of digital experience optimization. As a Senior Data Scientist at Wingify, you will be a key player in the Data Science Team, contributing to cutting-edge solutions that drive business growth through Digital Experience Optimization. You will have the opportunity to interact directly with senior leadership, fostering a culture of experimentation and learning. Collaboration with various teams including product development, engineering, and customer success will be crucial in creating impactful solutions that merge business insight with rigorous research. Key Responsibilities: - Recommendation Systems: - Develop content, product, and experience recommendations - Create hybrid recommenders by combining behavior, context, and semantics - User Profiling & Auto-Segmentation: - Automatically profile users based on behavioral signals - Detect affinities and cluster interests that are applicable across diverse industries - Implement ML-driven dynamic user segmentation - Attractiveness & Ranking Models: - Rank experiences/items based on the likelihood of engagement or conversion - Move beyond relevance to consider attractiveness and intent-aware scoring - Experimentation & Impact Measurement: - Design testable models for A/B experiments - Measure incremental impact on conversion, engagement, and retention Qualifications Required: - 46 years of industry experience in Data Science / Applied ML - Strong foundations in machine learning (classification, clustering, ranking, recommendations), statistics, and experimentation - Proficiency in Python and common ML libraries - Strong SQL skills and experience working with large datasets - Ability to independently tackle problems and make sound trade-offs - Appreciation for clean, robust, and maintainable solutions Additional Details: Wingify offers you the chance to work on the forefront of digital optimization and experimentation. You will collaborate with a talented and dynamic team that values innovation, gaining exposure to a unique blend of research and business-driven projects. Your work will directly impact customer experiences and business outcomes. If you are passionate about blending rigorous research with customer-centric product development, apply today to help shape the future of digital experience optimization.