Possible location
  • Warsaw
Technologies & tools

Must have:

  • Python
  • Docker
  • Kubernetes

Nice-to-have:

  • Go
  • Java

We are looking for a Data Scientist with at least 3 years of experience to work on a tool that allows us to extract information from documents used in the banking industry.

The team is also working on 15 different applications that use AI.

If you have a passion for creating innovative solutions and want to work in an international environment, then this offer is for you!

Your role

  • Create, train, and improve information extraction models, both new and existing
  • Participate in testing new extraction methods, such as comparing approaches like Donut vs Layout ML or experimenting with Large Language Models (LLMs)
  • Actively contribute to the enhancement and scalability of the Document Factory platform
  • Work closely with the development team to integrate AI models into applications and support their functionality
  • Oversee and optimize data pipelines to ensure efficient processing and model performance
  • Maintain clear and comprehensive documentation for models, processes, and project developments
  • Stay updated with the latest advancements in NLP and machine learning, and proactively suggest new techniques or tools that could enhance the platform

Your skills
  • Strong ability to analyze and interpret data using statistical methods
  • Proficiency in advanced machine learning and deep learning techniques, specifically RNNs, LSTMs, and Transformers
  • Deep knowledge of NLP and its libraries, with hands-on experience in Intelligent Document Processing platforms
  • Strong proficiency in Python and familiarity with deploying models in production environments
  • Practical experience with deploying and scaling NLP models using Kubernetes, Docker, and other cloud-native tools
  • Ability to clearly articulate technical challenges and project updates to a diverse team
  • Experience working in international and remote teams, with a strong sense of proactivity and autonomy
  • Fluent in English, both oral and written

Optional:

  • Willingness to engage in tasks beyond traditional data science roles, such as development in languages like Go, Java, or C++
  • A proactive approach to contributing ideas that could enhance the overall functionality of the platform

Job no. 240822-HTPBJ

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