Data Scientist

7 dni temu

Warszawa, Mazovia, Polska Fetcherr Pełny etat

Fetcherr experts in deep learning, algo, e-commerce, and digitization, Fetcherr disrupts traditional systems with its cutting-edge AI technology. At its core is the Large Market Model (LMM), an adaptable AI engine that forecasts demand and market trends with precision, empowering real-time decision-making. Specializing initially in the airline industry, Fetcherr aims to revolutionize industries with dynamic AI-driven solutions.

We are looking for a Senior Data Scientist to design and implement the decision-making logic of our Price Optimizer. You will focus on translating complex business rules into mathematical models and production-ready Python code, supported by a dedicated Data Engineering team that handles the underlying infrastructure.

Your primary mission is to build the "brain" of our system. You will work at the intersection of Data Science and Product, ensuring our simulation and optimization engines accurately reflect real-world pricing strategies and market dynamics. While you will write production code, you will rely on our Data Engineers for ETL pipelines orchestration and distributed compute scaling.

Responsibilities:

  • Implement Business Logic: Translate intricate pricing rules and commercial strategies into robust Python code and mathematical constraints.
  • Refine Optimization Models: Develop and tune the simulation and revenue management algorithms that drive our pricing recommendations.
  • Write Clean Code: Contribute high-quality, tested, and maintainable code to the core logic repositories.
  • Analyze & Improve: Use data to validate model behavior and identify edge cases where business rules clash with algorithmic outputs.
  • Collaborate: Partner with Solution Architects to define logic requirements and with Data Engineers to integrate your models into the Dagster pipelines.
Requirements

You'll be a great fit if you have...

  • 5+ years of experience in Data Science or Algorithmic Development with Python.
  • Proven ability to translate complex business requirements into code and logical rules.
  • Strong background in Mathematical Optimization, Simulation, or Logic Programming.
  • Fluency in the PyData stack (Pandas, NumPy, SciPy).
  • Experience writing production-quality code (not just notebooks) - you understand modular design and unit testing.

Nice to Have:

  • Experience in Revenue Management, Air Travel, or Logistics domains.
  • Familiarity with orchestration frameworks like Dagster or Airflow (from a user/logic perspective).
  • Understanding of Derivative-Free Optimization.

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