Machine Learning Developer - AI/Document Intelligence
ref nr: 62/6/2025/WM/91394
In Antal we have been dealing with recruitment for over 20 years. Thanks to the fact that we operate in 10 specialised divisions, we have an excellent orientation in current industry trends. We precisely determine the specific nature of the job, classifying key skills and necessary qualifications. Our mission is not only to find a candidate whose competences fit the requirements of the given job advertisement, but first and foremost a position which meets the candidate’s expectations. Employment agency registration number: 496.
Machine Learning Developer – Document AI / Generative AI
📍 Location: Kraków/Warsaw (Hybrid)
📄 Contract type: B2B only
🏦 Industry: Banking / KYC / Client Onboarding
We are currently looking for an experienced Machine Learning Developer to join a strategic global banking initiative within the Onboarding and Know Your Customer (OBKYC) stream. This area is key to enabling seamless onboarding and client verification for a wide range of clients – from sole traders to international corporations.
You’ll join a cross-functional, global team of engineers, data scientists, and product managers working to drive the adoption of AI/ML solutions for document classification, data extraction and Generative AI-based automation.
Key responsibilities:
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Build production-grade ML models for document classification and content extraction (images and text).
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Develop OCR/NLP-based AI components in Python using modern AI frameworks.
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Work closely with product teams and business stakeholders in an iterative, agile environment.
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Contribute to the full lifecycle of ML products – from development and testing to deployment and support.
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Help shape future-state architecture and scalable AI-based platforms.
Requirements:
Must have:
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Hands-on experience in Document AI / Intelligent Document Processing using traditional models and Generative AI.
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Strong Python programming skills and experience with ML, DL, NLP, OCR.
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Proficiency with frameworks such as PyTorch, TensorFlow, HuggingFace, Spacy, OpenCV, Regex, or similar.
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Awareness of secure coding, resilience and deployment best practices for production environments.
Nice to have:
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Experience with PostgreSQL and/or Azure (Azure DevOps, AKS, CLI, VM).
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Familiarity with CI/CD and high-frequency production deployment environments.
What we offer:
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Opportunity to work on global AI transformation projects in one of the world’s leading financial institutions.
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High-impact work on real business challenges – your models will go into production.
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Access to a modern ML tech stack and supportive expert teams.
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Hybrid working model
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B2B contract only.
📩 Interested?
Let’s talk! Apply now or reach out directly to learn more about the team, project and technical challenges we’re solving.
