Leads strategic vision for Search and Recommendation algorithms at Expedia Group, managing a large organization of Applied Scientists and ML Leaders to optimize ranking systems.
Responsibilities
Define and execute the scientific roadmap for the company’s most critical asset, the Search and Recommendation stack
Act as the primary counterpart to senior Product and Engineering leadership
Own the high-level architectural decision-making for search ranking and recommendations
Champion a strategy to move from fragmented models to large-scale Ranking Foundation Models
Manage and mentor a large, multi-disciplinary organization of Applied Scientists and ML Leaders
Ensure our algorithms optimize for long-term business value while maintaining a healthy ecosystem for our supply partners
Requirements
PhD or Master’s in Computer Science, Machine Learning, Statistics, or a related field, or equivalent professional experience
15+ years of experience in Data Science and Machine Learning, with 8+ years of experience managing high-performing science teams and managing managers
Deep technical authority in Search and Ranking: Proven experience designing and deploying large-scale Ranking Foundation Models, Representation Learning, and Retrieval systems (e.g., Learning-to-Rank, Two-Tower architectures, Multi-Task Learning)
Expertise in Model Distillation: Experience training large-scale 'Teacher' models and applying Knowledge Distillation techniques to create efficient 'Student' models for high-throughput production ranking
Architectural Leadership: Experience making build-vs-buy decisions and designing ML systems that handle massive scale and real-time inference requirements
Stakeholder Influence: Strong business acumen and ability to influence executive stakeholders; capable of explaining complex architectural trade-offs to non-technical partners.
Benefits
full benefits package, including exciting travel perks
generous time-off
parental leave
a flexible work model (with some pretty cool offices)
career development resources
wellness & travel reimbursement
travel discounts
International Airlines Travel Agent ( IATAN ) membership
medical/dental/vision
Employee Assistance Program
Job title
Senior Director, ML/AI – Search and Recommendations
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