Remote Data Scientist (NLP, Transformers, PyTorch, Deep Learning)

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Description:

  • The position is for a Data Scientist specializing in NLP, Transformers, PyTorch, and Deep Learning.
  • The role is based in Warsaw, Masovian Voivodeship, Poland, and is a full-time opportunity.
  • The candidate will improve and maintain current solutions for support automation.
  • The candidate will develop new features after becoming fully familiar with the architecture.
  • The candidate will participate in discussions about project strategy and brainstorm with the team.

Requirements:

  • The candidate must have at least 2.5 years of commercial experience in Machine Learning, including NLP.
  • Fluency in written and spoken English or Ukrainian at a C1-C2 level is required.
  • The candidate should have experience working with transforming models, including usage, re-training, and fine-tuning.
  • Experience with Deep Learning frameworks such as PyTorch and TensorFlow is necessary.
  • Solid experience with Python, Object-Oriented Programming (OOP), and Rest API (Flask, Celery) is required.
  • Good knowledge of NLP tools and libraries, including NLTK, Spacy, scikit-learn, and GenSim, is essential.
  • The candidate should have experience with Seq2Seq models.
  • Experience with Docker and Docker-compose for effective containerization and deployment strategies is required.
  • A deep understanding of theoretical concepts such as Language modeling, Named Entity Recognition, text classification, clustering, topic modeling, embedding, and ML metrics is necessary.

Benefits:

  • The position offers remote work in Ukraine or in a similar time zone.
  • The company provides a cozy startup atmosphere with stability from a holding company.
  • Compensation will be provided in USD.
  • The management is described as adequate and friendly, with no bureaucracy.
  • There will be plenty of interesting talks and communication with the team.
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