Data Scientist

About the role

As a Data Scientist, you will be creating solutions and insights based on raw and processed data from the 3D acquisition system created by ReSpo.Vision and from external systems from football, bookmaking and media industries. You will be employing data processing methods and machine learning algorithms (both supervised and unsupervised) to combine different data types and then derive conclusions from them.

We are open to ideas and give freedom in taken approach and experimentation and expect that you will be able to work on the given tasks and deliver results with little supervision.

Full time position. B2B contract is preferred. Work from the office in the strict center of Warsaw.

Responsibilities/Tasks:

  • Combining machine learning and classical algorithms to create new and improved data processing methods
  • Developing algorithms for real-time, online, data processing
  • Performing exploratory and quantitative analysis to create and gather insights from raw data
  • Designing and executing experiments to test various data-based hypotheses

Requirements

  • Proficiency with Python
  • Proficiency with pandas and numpy
  • Understanding of classical supervised and unsupervised machine learning algorithms
  • Experience with experiment design and testing (A/B testing)
  • Experience in ETL & data wrangling processes
  • Ability to devise and test hypotheses, then derive conclusions and discern correlation from causation
  • Good command of English

Preferred

  • Knowledge of deep learning algorithms
  • Experience building real-time data processing or machine learning solutions
  • Experience working with big data tools - Hadoop/Spark

Benefits

  • Dynamic start-up environment with interesting research challenges & bleeding edge technology and models (this time for real)
  • Collaboration in a group with multiple PhDs and PhD students
  • Opportunity to build real-world deployable products changing the world of football
  • International projects & collaborations with top football clubs & federations
  • Ability to directly influence development direction of a product
  • Team Kaggle competitions (we have 3 masters) & hackathons
  • Office in the strict center of Warsaw

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Data Scientist

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