Data Scientist

1 month ago

London, Greater London, United Kingdom Tbwa ChiatDay Inc Full time
About The Role

We are seeking a highly skilled Data Scientist to join our team and contribute to the development of our pricing models. As a Data Scientist, you will work closely with our product and data science management to develop key results for given product objectives. You will lead technical efforts to improve the performance of deployed models and propose initiatives to shape the long-term scientific vision.

Our team is responsible for building and deploying machine learning models that drive revenue growth and improve customer experience. We are looking for a talented Data Scientist who can apply state-of-the-art reinforcement learning techniques to pricing problems and own and actively contribute to the design and development of internal machine learning, pricing and optimization libraries.

As a Data Scientist, you will establish scalable and efficient practices for data mining, ML model development, validation and inference. You will stay up-to-date on the most recent advances in AI and machine learning and apply this knowledge to drive business growth and improve customer experience.

Responsibilities
  • Develop and deploy machine learning models that drive revenue growth and improve customer experience
  • Lead technical efforts to improve the performance of deployed models and propose initiatives to shape the long-term scientific vision
  • Apply state-of-the-art reinforcement learning techniques to pricing problems
  • 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
Qualifications

A person who's likely to succeed and thrive in this role will recognize themselves in some of the following areas.

  • You like building models and understanding the math behind them. You will build models and architectures from scratch based on AI research papers and your own knowledge and experience.
  • You have built models based on modern Reinforcement Learning and ML techniques. Attention, unsupervised RL, planning, simulation, they all play a role in modern optimal control algorithms. At this level, we expect you to hit the ground running and identify ways of improving our current models for better qualitative behaviors and higher quantitative performance.
  • You like writing production-ready software in Python to implement your models. At FLYR we believe that the most efficient way to design a model that will work in production is to let the model designers do the implementation and validation. Python (and relevant libraries like Tensorflow and numpy) will be your best ally in that exercise.
  • You are meticulous about the quality of your code. Unit testing, validation pipelines and monitoring pipelines are all helpful tools to make sure your code is behaving as expected, and you are keen on working on them.
  • You understand and enjoy the challenges of building algorithmic systems. You can skillfully use SQL for data access and manipulation. strong> We hope you enjoy working in a cross-functional team, and understand that everyone from developers and data scientists all the way to customer success play an equally important role in a company. The team will rely on your expertise and collaboration to solve our algorithm design and implementation problems. li>
First-Class Amenities
  • Generous PTO policy and flexible working arrangements.
  • Dog-friendly London office
  • Private health insurance
  • Mental health platform access
  • Equity in Series C startup with high growth potential

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