9 часов назад
Senior Data Scientist (Advertising)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (Advertising) (Python/TensorFlow): Building and optimizing machine learning systems for audience targeting, real-time bidding, campaign optimization, and budget allocation across a global travel advertising platform with an accent on large-scale data, real-time decision-making, and experimentation. Focus on designing production models, forecasting supply and demand, building monitoring and feedback loops, and influencing the machine learning roadmap.
Location: Berlin, Germany
Company
develops data-driven travel technology, including a proprietary advertising platform for hotels, destinations, and airlines.
What you will do
- Design, build, and improve machine learning and statistical models for audience targeting, real-time bidding, campaign optimization, and budget allocation.
- Research optimization strategies using AI and classical machine learning to improve campaign performance and bidding efficiency.
- Forecast supply and demand dynamics to improve advertising decisions and budget utilization.
- Develop experimentation frameworks, A/B tests, success metrics, and data-driven model evaluations.
- Deploy machine learning solutions to production and establish monitoring, feedback loops, and model governance.
- Collaborate with data engineers, software engineers, product managers, and business stakeholders while mentoring other data scientists and influencing technical roadmaps.
Requirements
- Strong knowledge of statistics, experimentation, machine learning, data wrangling, model validation, and performance evaluation.
- Strong software engineering fundamentals with production experience in Python and SQL.
- Experience deploying, operating, and monitoring machine learning systems in production.
- Proven ability to deliver complex projects from concept to production with strong ownership.
- Excellent communication, problem-solving, and cross-functional collaboration skills.
- Commitment to quality, reliability, correctness, curiosity, and pragmatic data-driven decision-making.
Nice to have
- Hands-on experience with GCP and BigQuery.
- Experience in programmatic advertising, ad tech, or related optimization domains.
- Experience building or operating real-time machine learning systems.
- Familiarity with large-scale experimentation and online optimization techniques.
Culture & Benefits
- Inclusive workplace focused on belonging, fair treatment, and equal opportunity.
- Opportunity to work with microservices, large-scale data, real-time decision-making, and rapid experimentation.
- Collaboration across data science, engineering, product, and business functions.
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 →
Похожие вакансии
3 часа назад
Senior Data Scientist (Ad Platform)
165 000 - 205 000$
2 дня назад
Senior Data Scientist (Fixed Term) - (Logistics, Workforce)
6 дней назад
Data Scientist (AI/ML)
2 дня назад
Staff Machine Learning Researcher (AdTech)
12 часов назад
Senior Machine Learning Scientist (Ads Incrementality)
3 дня назад