Data Scientist

2 months ago

London, Greater London, United Kingdom FLYR Full time
About FLYR

FLYR is a technology company that unlocks freedom to innovate for the travel industry. We eliminate legacy constraints to enable real-time decision making and create the experiences travelers seek.

The Role

We are seeking a highly skilled Data Scientist to join our team and work on Reinforcement Learning pricing models to improve the performance of our revenue management product. As a Data Scientist, you will work on defining incremental as well as transformational improvements to the algorithms underlying this product, and help with further product development necessitating this technology.

Responsibilities
  • Develop key results for given product objectives in collaboration with product and data science management.
  • Lead technical efforts to improve the performance of deployed models and propose initiatives to shape the long-term scientific vision.
  • Own and actively contribute to the design and development of internal machine learning, pricing and optimization libraries.
  • Establish scalable and efficient practices for data mining, ML model development, validation and inference.
  • Stay up-to-date on the most recent advances in AI and machine learning.
Requirements
  • You have a strong background in building models and understanding the math behind them.
  • You have built models based on modern Reinforcement Learning and ML techniques, including attention, unsupervised RL, planning, simulation, and optimal control algorithms.
  • You have experience writing production-ready software in Python to implement your models.
  • You are meticulous about the quality of your code.
  • You understand and enjoy the challenges of building algorithmic systems.
What We Offer
  • Generous PTO policy and flexible working arrangements.
  • Dog-friendly London office.
  • Private health insurance.
  • Team building days.

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