GenAI Production Engineer for Nordic Markets

If Insurance; Turku; Hybrid; EUR 60,000 - 110,000; Full time

Benefits offered by this job

Hybrid workplace

Insurance benefits

Career development in Nordics

Team-building activities

Fitness programs

Job summary

If Insurance is looking for a hands-on Generative AI Specialist to join the Generators squad, you will build production AI systems, design agent workflows, and ensure reliable operation across Nordic markets. You will work with LangGraph, Langfuse, and Azure in a hybrid setup with occasional travel.

You will collaborate with product owners and engineers to ship safe, evaluated AI solutions, mentor juniors, and help scale the system from concept to production in a cross-functional Nordic team.

Qualifications

• University degree in a technical or quantitative field.
• Hands-on Python experience, ideally with FastAPI, Pydantic, and pytest.
• Practical experience building LLM-powered or agentic applications, ideally with LangGraph or LangChain, and knowledge of tool use, orchestration, state management, guardrails, human-in-the-loop, and safe fallbacks.
• Experience with AI evaluations (test sets, regression testing, LLM-as-judge) and observability of LLM applications (Langfuse).
• Working knowledge of Git, CI/CD (Azure DevOps), Docker, and cloud, ideally Azure.
• Ability to explain technical trade-offs clearly to engineers and business stakeholders.

Responsibilities

• Designing and building production-grade agentic workflows with tool and API use, orchestration, guardrails, and safe handover paths.
• Building the agent harness: the runtime that makes agents dependable in production, including context management, memory, and observability.
• Scaling our AI assistant across Nordic markets.
• Integrating AI systems with internal APIs and data to deliver personalized support.
• Improving retrieval, grounding, and response quality through systematic experimentation.
• Establishing evaluation practices (test sets, regression testing, human and safety evaluation) and monitoring quality, latency, and cost.
• Building improvement loops that use evaluations, customer feedback, and production signals.
• Collaborating with the Product Owner and the team through code reviews and knowledge sharing.

Skills

Python programming

LLM/Agentic systems

Git & CI/CD

Azure cloud

Education

University degree in technical field

Tools

LangGraph

LangChain

Langfuse

Azure DevOps

Docker

Job description

If Insurance is looking for a hands-on Generative AI Specialist to join the Generators squad, you will build production AI systems, design agent workflows, and ensure reliable operation across Nordic markets. You will work with LangGraph, Langfuse, and Azure in a hybrid setup with occasional travel.

You will collaborate with product owners and engineers to ship safe, evaluated AI solutions, mentor juniors, and help scale the system from concept to production in a cross-functional Nordic team.