Deep Learning Engineer

2 tygodni temu


Warszawa, Mazovia, Polska RTB House Pełny etat

Job Details:

RTB House is seeking a skilled Machine Learning Researcher to contribute to the development of its advanced, innovative bidding system based on Deep Learning.

Your Key Responsibilities:

  • Design and implement models, often deep neural networks, to predict user behavior and preferences
  • Analyze the latest Machine Learning research and literature
  • Conduct and analyze A/B tests of new solutions
  • Develop and test new approaches to modeling key issues, such as bidding in first-price auctions

Requirements:

  • 4+ years of hands-on experience with Machine Learning/Data Science
  • Interest in continuously developing Machine Learning skills
  • Knowledge of statistics and probability
  • Proficiency in programming

Desirable Skills:

  • Experience in the ML industry
  • Experience in designing recommendation systems
  • Practical knowledge of tools used by RTB House

About the Project:

  • Implementation and analysis of new model architectures, such as convolutional networks, transformer
  • Analyze the difference in the distribution of training and production data
  • Experiments with transfer learning
  • A new approach to generating product recommendations free from proxy targets and using contrastive loss function

What We Offer:

  • A very attractive salary
  • Collaboration with a team of experienced ML enthusiasts who share their knowledge and skills
  • Flexible working conditions, allowing you to work remotely and manage your time efficiently
  • Access to the latest technologies and the opportunity to apply them in a large-scale project
  • The chance to utilize your skills in practical applications, optimizing algorithms for hundreds of millions of users and billions of advertising views
  • Immediate visibility of the impact of your work on the company's business results
  • The possibility to publish your results


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