3 дня назад
Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist (AI/ML): Developing and optimizing predictive models for vacation rentals with an accent on rankings, recommendations, and business forecasting. Focus on building churn predictions, pricing optimization, and revenue forecasting to drive measurable business impact.
Location: Hybrid setup (50% in-office) based in Munich, Germany
Company
is one of the world’s fastest-growing vacation rental technology companies, helping hosts and guests find the perfect holiday homes.
What you will do
- Build and optimize predictive models for booking cancellation forecasts, churn predictions, pricing optimization, and revenue forecasting.
- Lead the development and enhancement of the company-wide machine learning strategy.
- Collaborate across various business departments to identify and solve critical challenges using data science.
- Take models from conception to production, monitoring performance and iterating for efficiency.
- Interface with diverse business stakeholders to ensure alignment between AI initiatives and company goals.
Requirements
- Degree in Machine Learning, Computer Science, Mathematics, Physics, or a related field.
- Expertise in statistics, predictive analytics, and machine learning techniques.
- Proficiency in Python and SQL.
- Strong understanding of business operations and experience collaborating with stakeholders.
Nice to have
- Experience with Airflow and dbt.
Culture & Benefits
- Professional growth in a culture of curiosity with mentorship and personal learning budgets focused on AI.
- Hybrid work flexibility with 50% in-office time and the ability to work from other locations for up to 8 weeks per year.
- International environment with a team of 700 colleagues from over 60 nations.
- Modern tech stack utilizing AWS (Redshift, Athena, Glue, S3), Sagemaker, and Looker.
- Additional perks including travel benefits and gym discounts.
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