ML/AIWork

AI Engineer

Pretius Software · Warsaw, PL

Job description

At Pretius, we are looking for an AI Engineer to a project in financial industry, international team.

Project / Role

  • Standardize and deploy enterprise applications using emerging tech.
  • Integrate LLM capabilities into enterprise systems.
  • Focus on engineering and orchestration over model training or research.
  • Design and operate agentic AI services for tool and workflow orchestration.
  • Define tool schemas and orchestration patterns, including human-in-the-loop.
  • Ensure reliability, security, and performance throughout the SDLC.

Requirements

  • 4+ years of professional software development experience.
  • Proven record of shipping production-grade RAG and agentic LLM applications.
  • Proficiency in Python.
  • Experience building and integrating RESTful and GraphQL APIs.
  • Expertise in distributed systems, concurrency, async I/O, and resiliency.
  • Solid SQL design, performance tuning, and migration skills.
  • Knowledge of vector and hybrid search.
  • Experience building LLM applications with prompt design and structured outputs.
  • Exposure to RAG ingestion pipelines, chunking, and retrieval strategies.
  • Familiarity with agentic frameworks (e.g., LangGraph, LangChain, Semantic Kernel).
  • Knowledge of LLM quality, hallucination mitigation, and safety guardrails.
  • Experience with model platforms like Azure OpenAI.
  • Knowledge of Azure services (Functions, Storage, AI Search).
  • Ability to design for production observability, logging, and metrics.
  • Experience in unit testing and building AI evaluation harnesses.
  • Hands-on experience with CI/CD, Docker, and Git.

Nice to have

  • Experience with C#/.NET and ASP.NET Core integrations.
  • Familiarity with GraphQL.
  • Experience with hybrid search techniques.
  • Familiarity with emerging ecosystems like MCP, A2A, or ADK.
  • Experience building AI microservices for enterprise environments.
  • Work with event-driven architectures (Service Bus, Event Hubs).
  • Experience handling tax or enterprise document corpora.
  • Knowledge of governance constraints such as PII and access control.

What do we offer?

  • We focus on long-term relationships based on fair principles and reliability.
  • Co-financing of the Multisport card and Medicover private healthcare.
  • Modern office available.
  • Team bonding activities, internal courses, conferences, certifications.

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