Staff AI Engineer (LLM)

Location: Poland

Contract: B2B

Salary: 33.000 - 38.000 PLN net B2B

How this role works:

You will start by building the system as part of our team, working in a focused, greenfield setup. After a few months of introduction to the project, you will seamlessly continue working on the same product directly with the client, becoming part of the client’s team responsible for its long-term development and scaling. There is no handover phase and no context switching - you stay with the same codebase, product, and technical challenges, while gaining long-term ownership and impact.

What you’ll work on:

• Designing, implementing, and deploying end-to-end NLP and deep learning systems

• Building LLM-powered applications that interact with real users

• Developing and maintaining production Python services

• Exposing models and pipelines via REST APIs (FastAPI, Flask)

• Working on retrieval models and techniques (RAG, embeddings, ranking)

• Evaluating, monitoring, and continuously improving model and system quality

• Scaling systems to handle enormous volumes of requests

Biggest challenges in this role:

• Greenfield project built from scratch

• High-scale, user-facing systems with strict performance and reliability requirements

• Designing systems meant for long-term ownership, not short-term delivery

• Balancing model quality, latency, and cost in production LLM systems

What you’ll learn:

• How to build LLM-powered products from scratch and take them to production

• Proven approaches to running LLMs in production at scale

• How to design, evaluate, and evolve NLP systems used by real users

• Best practices for production ML and AI system architecture

What you’ll get to try and experiment with:

• End-to-end ownership of LLM-based systems

• Optimizing retrieval models, RAG pipelines, and inference workflows

• Experimenting with different LLMs, prompting strategies, and system designs

• Solving performance and reliability challenges under heavy traffic