Python Developer (ML Engineer) to Georgia

Местоположение и тип занятости

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Компания

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Описание вакансии

Условия работы

Arcadia, an innovative software development company providing services to international clientele, is looking for a Python Developer with ML background

Cutting-edge technologies. Agile development process. The highly professional team provides good opportunities for professional development and career.

Responsibilities

  • maintain and extend data preprocessing pipelines
  • maintain and extend feature extraction pipelines
  • maintain and extend Python packages for model training and serving based on customer requirements
  • work with stakeholders to clarify requirements and identify modeling opportunities
  • implementation of new approaches and algorithms based on the newest scientific publications

Requirements

  • Python and its data stack (pandas, numpy, scikit-learn, etc.)
  • PyTorch
  • Jupyter Notebooks
  • experience with deep learning.
  • general understanding of neural networks and their applications
  • understanding of parallel processing in Python (thread-based, process-based, GIL), serialization, memory mapping
  • experience with task trackers (preferably Jira) and version control tools (preferably git)
  • familiarity with Linux command line
  • root cause analysis skills to answer specific business questions
  • good communication and analytical skills - to clarify requirements with the customer in English.

Nice to have:

  • experience with the Message Passing Neural Networks will be a huge plus
  • experience with DVC for data versioning would be an advantage
  • experience with Amazon's EC2 and S3.

Бонусы

  • flexible work schedule;
  • the ability to work remotely;
  • opportunities for professional growth;
  • medical insurance;
  • relocation bonus for candidates when moving to Georgia

Дополнительные инструкции

Work contract with Georgian company.