Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist (AI): Developing and operationalizing causal-uplift measurement frameworks for pricing models with an accent on translating complex multidimensional data into business insights. Focus on conducting research, designing A/B testing methodologies, and collaborating with cross-functional teams to encode business logic into technical pipelines.
Location: Wrocław
Company
is an AI-driven company developing Large Market Models for demand forecasting and algorithmic decision-making in the airline and transportation industries.
What you will do
- Design and operationalize causal-uplift measurement frameworks to quantify the impact of pricing models.
- Translate complex, multidimensional data into actionable insights for pricing algorithms.
- Conduct research and experimentation to develop novel approaches for A/B testing and uplift measurement.
- Collaborate with revenue managers, data analysts, and engineers to integrate business logic into modeling pipelines.
Requirements
- Minimum 5 years of hands-on experience in data science and analytics with a proven record of driving business impact.
- Proficiency in Python (pandas, numpy, scikit, statsmodels).
- Advanced SQL skills (BigQuery/Dataform experience is preferred).
- Strong communication and storytelling skills for both technical and non-technical stakeholders.
- Degree in Economics, Statistics, Mathematics, or a related field.
Nice to have
- Domain knowledge in airlines, transportation, logistics, or vacations.
- Experience with causal inference, anomaly detection, or pricing algorithms.
- Understanding of mathematical optimization.
- PhD degree.
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