Job Description
The Hotel Search Team develops core components that are critical for the company’s business: hotel ranking in search results, search suggestions, and improving conversion to hotel page visits.
- Manage end-to-end ML projects: problem definition → solution → testing → production → support.
- Work with data engineers to build datasets and define data requirements, assess feasibility, risks, and limitations.
- Work with data analysts to design and analyze A/B tests: metrics, splits, result interpretation, and rollout recommendations.
- Develop and train models (classical ML + DL).
- Deploy models and code to production (Python services), support releases and integrations.
- Be responsible for post-launch model quality: metrics, monitoring, drift/degradation tracking, improvement plans, and support processes.
Requirements
- Experience managing end-to-end ML projects in production (from problem definition to su...