Data Scientist Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Data Scientist Engineer (AI): Designing and implementing the decision-making logic of a Price Optimizer with an accent on translating complex business rules into mathematical models and production-ready Python code. Focus on refining simulation and revenue management algorithms to ensure accurate real-world pricing strategies.
Location: Wrocław, Poland
Company
is an AI-driven company specializing in deep learning, algorithmic trading, and large-scale data solutions using its Large Market Model (LMM).
What you will do
- Translate intricate pricing rules and commercial strategies into robust Python code and mathematical constraints.
- Develop and tune simulation and revenue management algorithms that drive pricing recommendations.
- Contribute high-quality, tested, and maintainable code to core logic repositories.
- Use data to validate model behavior and identify edge cases where business rules clash with algorithmic outputs.
- Collaborate with Solution Architects and Data Engineers to integrate models into Dagster pipelines.
Requirements
- 3+ years of experience in Data Science or Algorithmic Development with Python.
- Strong background in Mathematical Optimization, Simulation, or Logic Programming.
- Fluency in the PyData stack (Pandas, NumPy, SciPy) and SQL.
- Experience writing production-quality modular code with unit testing.
- Familiarity with orchestration frameworks like Dagster or Airflow.
- BSc/MSc in Mathematics, Physics, Statistics, or Computer Science.
Nice to have
- Experience in Revenue Management, Air Travel, or Logistics domains.
- Understanding of Derivative-Free Optimization.
- Experience with Clickhouse.
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