data scientist for marketing measurement

HireHi; Berlin; Vor Ort; EUR 74.000 - 100.000; Vollzeit

Benefits dieser Stelle

Share options programme

25 days paid annual leave

Newest MacBook models

Home office budget €540

Lunch benefit

Team-building events

Learning budget €3000

Pension plan with company match

Zusammenfassung

Vinted ищет ведущего специалиста по статистическим моделям для разработки и масштабирования MMM и ROI-оценок. Ваша задача — строить и поддерживать эконометрические модели, автоматизировать пайплайны и повышать точность бизнес-решений через анализ мультиканального маркетинга.

Работайте с руководством и командой аналитики, представляйте выводы так, чтобы они легко учитывались бизнес-решениях, и поддерживайте высокий стандарт качества кода и воспроизводимости.

Qualifikationen

• Опыт работы с продвинутыми статистическими и эконометриками моделями.
• Умение читать научные публикации и адаптировать передовые методы.

Aufgaben

• Эволюционировать и расширять Bayesian MMM и ROI-фреймворки.
• Строить и поддерживать эконометрические модели (MMM, GMV, engagement).
• Разрабатывать автоматизированные фреймворки и метрики надежности моделей.
• Развивать интеллектуальные Data продукты и self-healing MMMs с помощью AI.
• Сотрудничать с Decision Scientists и руководством по интерпретации выводов.

Kenntnisse

Time-series modelling

Advanced statistics

Causal inference

Python programming

Model pipelines

Ausbildung

Masters or PhD in Statistics/Econometrics/Data Science

Tools

PyMC

Jobbeschreibung

Описание:

Vinted operates a second-hand marketplace connecting millions of members across 20+ markets. Its business units also provide shipping services through a network of pick-up and drop-off points and secure payment services integrated into the Vinted app.

Задачи:

• Evolve and scale Bayesian Media Mix Models (MMM) and ROI frameworks to generate precise business insights
• Build and maintain econometric and statistical models, including MMM, GMV, and engagement models, to quantify marketing impact and guide multi-channel growth
• Design automated frameworks and reliability metrics to monitor model health and ensure long-term accuracy
• Drive the development of intelligent data products, such as self-healing MMMs, using AI and automation to optimize model runtimes and scale the ecosystem
• Partner with Decision Scientists and Marketing Leadership, explain complex model mechanics, and connect model outputs to business decisions
• Maintain high standards for code quality, validation, and reproducibility

Требования:

• Hands-on experience in advanced statistical, econometric, or time-series modelling
• Strong knowledge of advanced statistics, causal inference, and regression
• Ability to read scientific papers, explore state-of-the-art techniques, and replicate or adapt advanced methodologies
• Highly proficient in Python; able to build modular, reproducible model pipelines that other scientists can use or extend
• Able to connect technical model outputs to commercial metrics and business outcomes
• Master’s or PhD in Statistics, Econometrics, Mathematics, Data Science, or a similar highly quantitative discipline
• Confident presentation skills and ability to facilitate strategic conversations with technical and leadership audiences
• Будет плюсом: experience in marketing measurement/MMM, familiarity with probabilistic programming such as PyMC

Условия:

• Annual gross salary range: €74.000—€100.100 EUR
• Share options programme
• 30 Days of paid annual leave
• Newest MacBook models
• Confidential Employee Assistance Program (EAP) for the employee and their family
• IT workstation equipment and a personal budget of up to €540 for home workplace furniture
• Lunch benefit per workday
• Frequent team-building events
• Personal monthly budget for shopping on Vinted
• Discounted gym membership plan
• Pension Plan with Vinted matching 150% of the chosen contribution
• Supplemental Private Health Insurance
• Life and Disability insurance
• Subsidised Deutschlandticket for commuting to the office by public transport
• Dog-friendly office
• Workation policy: up to 90 days per year in the EU, including 21 days globally; for non-EU citizens, 21 days worldwide.
• Workation can be combined with vacation or personal time
• Individual learning budget starting at €3,000 each year, and up to 10 working days over a 2-year period for personal and professional development