GenAI Lead
The challenge
Edmund's value is a cited answer to a maintenance question, drawn from PLC code, schematics, manuals, alarms, and shift logs. The GenAI layer is what makes that answer correct, fast, and grounded.
You will own that layer end-to-end: retrieval, prompt design, model routing, the evaluation harness, and the production guardrails that keep a deployed customer happy at 3 a.m. as much as on day one.
What you'll do
- Own the full GenAI lifecycle: idea, research, design, code, deploy, measure, monitor.
- Build the AI roadmap around real business needs and real model limits. Pragmatic, not hype-driven.
- Design the evaluation harness that tells us a change shipped well, before a customer does.
- Lead agent-based architecture: RAG pipelines, tool orchestration, retrieval patterns.
- Mentor engineers and set the standard for production GenAI work at Edmund.
This might be for you if
- You have hands-on experience leading AI/ML or GenAI work, ideally as a tech lead.
- Strong Python and a solid CS foundation. Algorithms, data structures, distributed systems.
- You have shipped end-to-end ML pipelines: data, model, deploy, monitoring.
- You understand GenAI's real limits: evaluation, reliability, safety.
- You communicate clearly and decide from data, not vibes.
Who you'll work with
Edmund is co-founded by Jakub Szlaur (CEO), Benjamin Przeczek (COO), and Miroslav Marek (CSO). All came out of years on the customer side of industrial software, including a consulting practice called Edima Solutions that gave Edmund its first plants of data. The engineering team is fifteen people today, with offices in Ostrava and a workshop together every first week of the month. Read the About page.



