Bolt is a global mobility platform that helps people move through cities with ride-hailing, food delivery, scooters, e-bikes, and car-sharing services. It serves more than 200 million customers and 4.5 million driver and courier partners across 50 countries.
data scientist for delivery pricing
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описание
задачи
- Collaborate with Pricing Analysts, Product Managers, Data Engineers, and Software Engineers to understand business needs and create end-to-end technical solutions
- Deploy and validate solutions for millions of users, enabling fast feedback and measurable customer value
- Deploy models to production using AWS and internal machine learning platforms, with Python, Spark, Presto, SageMaker, and Airflow
- Exchange knowledge regularly with Data Scientists across seniority levels
- Tackle real-world challenges across the pricing domain
- Apply data science and econometric techniques, including causal inference, optimization, predictive modeling, time series forecasting, multi-armed bandits, and Bayesian experimental design
требования
- At least 5 years of experience in Data Science and Machine Learning, including at least 2 years focused on pricing challenges
- Expertise in econometrics, experimentation design, and causal inference
- Hands-on experience building end-to-end ML systems, including testing, monitoring, scaling, and impact measurement
- Python programming skills, including Pandas, NumPy, and scikit-learn
- Practical experience with statistical hypothesis testing and using data-driven methods to identify problems, explore trends, and discover opportunities
- Proactive, able to take initiative and work with little supervision, and comfortable collaborating across product, analytics, and engineering
- Excellent teamwork and strong verbal and written English communication skills
- Будет плюсом: experience with complex experimentation and causal inference, product development experience in a technology company, familiarity with cloud systems such as AWS, Azure, or Google app engine, a Ph.D. in a quantitative field
условия
- Some perks may differ depending on your location and role
навыки
Европейская платформа такси, доставки еды и мобильности.
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