GenAI Production Engineer – Agents & Orchestration Nordic

If P&C Insurance Ltd (publ), Branch Denmark; Alta; Hybrid; NOK 900,000 - 1,300,000; Full time

Benefits offered by this job

Hybrid workplace

Career development

Insurance benefits

Job summary

If Insurance company If is expanding its Generators squad, we seek a Generative AI Specialist to design and build production-grade AI agents and runtimes. You will work on Nordic-scale deployments, integrating with internal APIs and data to deliver personalized support across web and app platforms.

You will collaborate with the Product Owner, review code, mentor juniors, and help balance performance, cost, and safety while shipping reliable AI features in a cross-Nordic, hybrid environment.

Qualifications

• University degree in a technical or quantitative field such as CS, engineering, math, physics, or statistics.
• Hands-on Python experience, ideally with FastAPI, Pydantic, and pytest.
• Experience building LLM-powered or agentic apps, ideally with LangGraph or LangChain; knowledge of agentic best practices: tool use, orchestration, state management, guardrails, human-in-the-loop, safe fallbacks.
• Experience with AI evaluations (test sets, regression testing) and observability of LLM apps (Langfuse).
• 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 use, orchestration, guardrails, and safe handover paths.
• Building the agent harness: runtime for production, including context management, memory, and observability.
• Scaling the AI assistant across Nordic markets.
• Integrating AI systems with internal APIs and data for personalized support.
• Improving retrieval, grounding, and response quality through systematic experimentation.
• Establishing evaluation practices and monitoring quality, latency, and cost.
• Building improvement loops using evaluations, customer feedback, and production signals.
• Collaborating with the Product Owner and the team through code reviews and knowledge sharing.

Skills

Python

LLM power

Agentic systems

CI/CD

Technical trade-off comms

Education

Bachelor's degree in CS/Engineering/Math/Physics/Stats

Tools

LangGraph

LangChain

Langfuse

pytest

FastAPI

Azure DevOps

Docker

Job description

If Insurance company If is expanding its Generators squad, we seek a Generative AI Specialist to design and build production-grade AI agents and runtimes. You will work on Nordic-scale deployments, integrating with internal APIs and data to deliver personalized support across web and app platforms.

You will collaborate with the Product Owner, review code, mentor juniors, and help balance performance, cost, and safety while shipping reliable AI features in a cross-Nordic, hybrid environment.