1 день назад
Senior Data Scientist, Product Analytics (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist, Product Analytics (AI/ML): Developing analytics, experimentation frameworks, and production-scale machine learning systems for Expedia’s Localization product with an accent on user behavior, A/B testing, causal inference, and multilingual data. Focus on designing complex experiments, building NLP and LLM-enabled solutions, scaling SQL/Python pipelines, and influencing product strategy through data.
Location: London, United Kingdom; employees must work in the office at least three days a week under the flexible work model. Relocation assistance is not available.
Company
is a global travel company connecting travelers, partners, and advertisers through consumer brands, B2B travel services, and travel advertising.
What you will do
- Develop and deploy advanced machine learning models for complex business challenges and data-informed decision-making.
- Design and lead A/B, quasi-experimental, and causal experiments measuring localization impacts on traveler engagement and booking conversion.
- Own the experimentation framework and metric frameworks for the Localization product area.
- Build scalable analytics pipelines, self-service dashboards, and end-to-end data pipelines using advanced SQL and Python.
- Translate multilingual data insights into recommendations for product, engineering, and executive audiences.
- Mentor data scientists and engineers while integrating reliable, ethical, and scalable AI/ML solutions.
Requirements
- Bachelor’s degree or higher in Statistics, Economics, Computer Science, Data Science, or a related quantitative field, or equivalent professional experience.
- 8+ years of industry experience in data science, applied science, or analytics; 6+ years with an MS or PhD.
- Expertise in statistical modeling, experiment design, A/B testing, quasi-experiments, and causal inference.
- Hands-on experience building production-scale ML/NLP models and working with large-scale unstructured text data.
- Advanced proficiency in SQL and Python, with experience writing clean, production-quality code.
- Experience with LLMs, prompt design, evaluation methods, RAG patterns, advanced visualization, and scalable dashboards.
Culture & Benefits
- Work on products used by millions of travelers worldwide.
- Collaborate across product, engineering, business, and analytics functions.
- Operate within a flexible work model with regular in-office collaboration.
- Support an inclusive and accessible recruiting experience.
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