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9 часов назад

Senior Data Scientist (Advertising)

Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Germany
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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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

hirify.global 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.

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