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Posted almost 3 years ago

Xenolytix is seeking a data scientist to join our team in developing machine learning solutions, building statistical models, and generally helping our clients discover value in their data.

This role thus requires a deep expertise in applying statistics and machine learning to real-world problems where data must be gathered, transformed, cleaned, and integrated into a larger architecture.

 

Requirements

Candidates will be evaluated based on their experience in the following areas (though no one is expected to be an expert in all of these):

  • Statistical modeling and hypothesis testing
  • Designing, training, and validating results from a breadth of machine learning algorithms
  • Writing clean, efficient SQL
  • Integrating with various RDBMS (e.g., Postgres, MySQL) and distributed data stores (e.g., Hadoop)
  • Building Python applications
  • Deploying applications into cloud-based infrastructures (e.g., AWS)
  • Building deep neural networks with modern tools, such as PyTorch or Tensorflow
  • Building, testing, and deploying computer vision based solutions
  • Building, testing, and deploying reinforcement learning based solutions
  • Creating and interacting with RESTful APIs
  • Managing *nix servers
  • Writing unit tests
  • Collaborating via Git

Applicants with a PhD in a quantitative field are preferred; however, all applicants will be considered based on their experience and demonstrated skill/aptitude.