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Machine Learning Researcher

18 hours, 30 minutes ago
Poland
Freelance
Mid Level
AI Research Scientist
Data Science and Analytics
Deep Learning Digital Marketing Java Machine Learning NumPy Pandas Python PyTorch Scala Statistics
Apply Now
RTB House

RTB House

RTB House specializes in providing advanced retargeting technology powered by deep learning algorithms, enabling brands to create highly personalized marketing campaigns that effectively engage online shoppers and drive conversions in a cookieless envi...

Media
251-1K
Founded 2012
View All Jobs 47

Description

  • Design and implement deep neural network models to predict Internet user behavior and preferences.
  • Analyze the latest research in machine learning and apply relevant findings to ongoing work.
  • Conduct and evaluate A/B tests for new solutions.
  • Develop and test new approaches to modeling core AdTech problems, including first-price auction bidding.
  • Implement and analyze new model architectures such as convolutional networks and transformers.
  • Investigate differences between training and production data and help determine the best solution from analysis through deployment.
  • Experiment with transfer learning approaches.
  • Work on new recommendation approaches using contrastive loss and other modeling techniques.

Requirements

  • 4+ years of hands-on experience in Machine Learning or Data Science.
  • Knowledge of statistics and probability.
  • Proficiency in programming.
  • Experience in the ML industry is a plus.
  • Experience designing recommendation systems is a plus.
  • Practical knowledge of the tools used by the team is a plus.
  • Familiarity with Python, Java, or Scala.
  • Experience with PyTorch, NumPy, Pandas, and Jupyter Notebooks.
  • Interest and willingness to continuously develop in Machine Learning.

Benefits

  • Fully remote work option.
  • Extremely flexible working conditions with control over when you work and how much time you dedicate.
  • Work in a team of machine learning enthusiasts who share knowledge and skills.
  • Access to the latest technologies in a large-scale, highly dynamic project.
  • Opportunity to apply your expertise to algorithms used by hundreds of millions of internet users and billions of ad views.
  • Immediate visibility of your work’s impact on business results.
  • Opportunity to publish your results.

Interested in this position?

Apply directly on the company website

Apply Now

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