[Hiring] AI Engineer @Poland and Central-Eastern Europe

Role Description

You will be:

• Building agents supporting credit, KYC/compliance, document handling and exception triage.
• Implementing multi-role decision patterns for high-impact cases, including analyst, critic and guardian roles.
• Developing a model gateway capable of routing requests between models according to cost, risk and latency.
• Supporting self-hosted models where data residency requirements make this necessary.
• Building MCP tool interfaces that restrict agent actions to permissioned and logged tools.
• Developing Document AI capabilities covering OCR, information extraction, PII detection and masking.
• Building retrieval and context capabilities using embeddings, vector search, lexical search and a knowledge graph.
• Developing an evaluation framework for AI behaviour, including evals, A/B testing of models and prompts, and observability.
• Working with the Foundation and Lab streams to ensure AI concepts can be implemented on the target platform.

Qualifications

• Hands-on experience building AI or agent-based solutions.
• Experience designing or implementing LLM/AI agent workflows.
• Experience with model integration and routing, including consideration of cost, latency and risk.
• Experience designing controlled tool interfaces for AI agents.
• Knowledge of MCP-based tool interfaces or comparable permissioned agent-tool integration approaches.
• Practical experience with Document AI capabilities such as OCR, structured extraction, PII detection or masking.
• Experience with retrieval architectures using embeddings and vector or lexical search.
• Experience designing evaluation approaches for AI systems, including model or prompt evaluation.
• Understanding of observability requirements for agent behaviour.
• Ability to design AI solutions that operate through permissioned, logged and auditable interfaces.
• Ability to collaborate across prototype and production-oriented engineering streams.
• Ready to join within 2 weeks.

Requirements

• Work from the European Union region and a work permit are required.

Nice to have

• Experience with self-hosted models in environments with data residency constraints.
• Experience with knowledge graphs as contextual sources for AI agents.
• Experience with multi-agent or multi-role decision patterns.
• Experience with AI applications supporting credit, KYC, compliance, document processing or exception management.
• Familiarity with deterministic core banking systems.
• Experience with A/B testing of models or prompts.
• Experience working in financial services, leasing or vendor finance.

Recruitment Process

• CV review
• HR call
• Interview
• Client Interview
• Decision