Data Scientist
Data Science
Wrocław, Poland
Data Scientist
- Data Science
- Wrocław
- Full-time
Description
Fetcherr builds responsible AI that transforms market complexity into measurable profit growth. At the core of the company is the Market Model - a proprietary AI-powered model delivering accurate, granular demand predictions with 96% forecast accuracy and real-time decision intelligence for commercial teams. Built on a glass-box architecture, it uses market data - not personal data - with full transparency into logic and outcomes. First deployed in global aviation, the technology is industry-agnostic and scales across volatile markets. Fetcherr delivers a consistent average profit uplift of 7%, with corporate partners including Delta, Virgin Atlantic, WestJet, Viva, and Azul.
We're looking for a Data Scientist to help us grow our advanced analytics team's capabilities. The ideal candidate is a data scientist with a relevant experience who is self-driven, motivated, independent and sharp
- Design and operationalize causal-uplift measurement frameworks to quantify the incremental impact of pricing models
- Lead data discovery and translate complex multidimensional data into actionable insights related to the pricing algorithms and their outcomes
- Conduct research and experimentation to elaborate novel approaches to uplift measuring and a/b testing
- Collaborate with revenue managers, data analysts, data engineers in order to encode airline business logic into modelling and technical pipelines
Requirements
* You have at least 5 years of hands-on data analytics & science experience with proven record of leveraging modeling into business insights
* You are proficient in Python (typical data analytics and machine learning stack: pandas, numpy, scikit, statsmodels)
* You know to assess the performance and impact of the ML-powered system from business environments perspective
* You have great communication and storytelling skills to both technical and non-technical audiences (ability to present to C level stakeholders executives as well)
*You are experienced in translating complex client requirements into actionable insights, and ability to present findings and strategies to stakeholders
*You are able to provide and recommend innovative solutions and approaches to non-trivial challenges
*You’re a team player, ready to help others meeting aggressive timelines and motivate the team to meet the product deadlines
*B.SC or Master’s degree in Economy / Statistics / Math or similar (Phd is a plus)
You are proficient in using SQL (BigQuery / Dataform / GCP experience is a plus) and git
Great if you have them:
- Domain knowledge in following industries: airlines, transportation, logistics or vacations
- Experience with causal inference, uplift modeling, anomaly detection or pricing algorithms
- Knowledge in mathematical optimization