7 дней назад
Senior Data Scientist, Experimentation
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist, Experimentation (Experimentation/Data Science): Improving experimentation and measurement across Tripadvisor's product areas with an accent on causal inference, metric design, and marketplace experimentation. Focus on designing methods for low-traffic surfaces, shared supply, long-horizon outcomes, and non-randomised changes while standardising analytical practice with automation and AI.
Location: London, United Kingdom; hybrid
Company
connects people with travel and experiences through content, guidance, and two-sided marketplaces across accommodations, restaurants, and activities.
What you will do
- Own the experimentation and measurement strategy for a product domain, from framing questions to reviewing decisions.
- Provide guidance, tooling, and protocols that improve experimentation speed and rigour across Product and Engineering teams.
- Design experiments for low-traffic surfaces, shared supply, long-horizon or censored outcomes, and changes that cannot be cleanly randomised.
- Define and operationalise product metrics, guardrails, proxies, exposure definitions, and variance-reduction approaches.
- Use evidence to influence roadmaps, prioritisation, platform health, and long-term growth decisions.
- Review experiment designs and analyses, standardise recurring processes, and mentor less experienced data scientists.
Requirements
- Extensive experience in data science or a similar quantitative role supporting and influencing product organisations.
- Authoritative expertise in experimental design, variance reduction, causal inference, bandits, and Bayesian methods.
- Expert proficiency in Python and SQL, with hands-on experience in statistical modelling, quasi-experimentation, multi-arm bandits, regression, classification, and clustering.
- Experience defining and operationalising product and feature-level metrics, standardising methods across teams, and applying automation or AI to improve analytical quality.
- Strong cross-functional partnership, critical thinking, and communication skills for technical and non-technical audiences.
- Bachelor’s degree in Statistics, Mathematics, Data Science, Engineering, Physics, Economics, or a related quantitative field.
Nice to have
- Experience with experimentation in marketplaces, e-commerce, or travel platforms, including interference, shared supply, seasonality, and long purchase cycles.
- Experience with advanced variance reduction, proxy metrics for long-horizon outcomes, or Bayesian approaches for low-traffic surfaces and small markets.
- Experience with Statsig, Eppo, GrowthBook, or an in-house experimentation platform.
- Experience applying AI or large language model capabilities to analytical workflows and experimentation quality.
Culture & Benefits
- Work in a global travel and experiences marketplace.
- Collaborate with Product, Engineering, Data Platform, and other central functions.
- Accessible and inclusive application and recruiting experience, with reasonable accommodation available.
- Hybrid work setup in London.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →