KRUK S.A.
Intelligent Document Processing (IDP) / NLP Developer
KRUK S.A.
B2B, permanent
full-time
remote, hybrid
5 days ago

About the Team

We are part of the Legal & Automation Tools Chapter, responsible for building solutions that connect key endpoints and enable users to generate all required documents for our correspondence services across multiple markets.

We are in the middle of a major technical transformation, making this the perfect time to join and influence the future of our systems. Our current focus is on intelligent document processing, language model development, and multilingual text automation to support legal and collections-related processes.

While we still maintain some existing workflows, the majority of our work is innovation-driven, focusing on new features, advanced text understanding, and automation of complex document flows.

We work in close collaboration with Product Owners, Business Analysts, and Testers, with a strong emphasis on knowledge sharing, engagement, and collaborative problem solving. Work is fully remote with occasional visits to the Wrocław office.

Key Responsibilities

  • Design and implement Intelligent Document Processing (IDP) solutions for legal, notification, and collections-related documents

  • Develop and fine-tune Natural Language Processing (NLP) and language models to handle multilingual content across different markets

  • Integrate OCR/AI tools (e.g., Azure Document Intelligence, Azure Computer Vision, Tesseract) to extract structured and unstructured data from diverse document formats

  • Build pipelines for document classification, data extraction, and entity recognition with high accuracy rates

  • Collaborate with business teams to understand document lifecycles and identify automation opportunities

  • Work with confidence scoring, human-in-the-loop review processes, and feedback loops to improve extraction models

  • Develop and maintain APIs, data transformation scripts, and automation components supporting document workflows

  • Monitor, evaluate, and continuously optimize accuracy, performance, and scalability of NLP and IDP models

  • Share expertise and best practices within the automation and AI team

Qualifications

Must-Have:

  • 2+ years of experience in IDP or NLP development

  • Practical experience with OCR/IDP tools (Microsoft Azure Document Intelligence, Azure Computer Vision, Tesseract, ABBYY, or equivalent)

  • Strong understanding of NLP techniques, text parsing, tokenization, lemmatization, entity recognition, and language detection

  • Experience building and tuning language models for multilingual contexts

  • Proficiency in Python for data processing and model integration (e.g., using libraries like spaCy, NLTK, Hugging Face Transformers)

  • Experience with REST APIs, JSON, and data transformation workflows

  • Good command of English (minimum B2/C1) for international collaboration

  • Experience with Azure cloud services

Nice to Have:

  • Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch)

  • Experience with RPA platforms (UiPath, Power Automate) as part of document workflow orchestration

  • Understanding of workflow orchestration, document classification, or confidence scoring

  • Awareness of IT security and compliance requirements in document processing

What We Offer

  • Employment contract or B2B cooperation - your choice

  • Flexible working hours (start between 6:00-11:00)

  • Fully remote work or hybrid model (occasional Wrocław office visits)

  • Employee benefits: private medical care (Luxmed), Multisport card subsidy, cafeteria system, group insurance

  • Attractive employee referral program bonus

  • Option to rent a company car for private use

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