Agentic Logistics Engineer – Governed AI Workflows

Scania Group; Södertälje kommun; On-site; SEK 900,000 - 1,200,000; Full time

Benefits offered by this job

Health center / wellness allowance

Flexible working hours

Company car leasing

Job summary

Scania Group in Södertälje invites a senior engineer to build production-grade LLM agent workflows within Scania Logistics. You will design, implement, and operate autonomous agent systems that read context, access enterprise data, and act through tools while handing off to humans at defined control points.

The role emphasizes governance, evaluation, and safe runtime operation of intelligent logistics at scale, collaborating with AI, software and operations teams to deliver real-world impact.

Qualifications

• Hands-on with LLM agents and tools to deploy production workflows.
• Experience with evaluating stochastic systems and safety in production.
• Familiarity with modern agent stacks (OpenAI/Anthropic) and data grounding.

Responsibilities

• Build agent workflows: orchestration, memory, state, and reasoning loops.
• Engineer tool integrations with safe, auditable contracts and retries.
• Own evaluation: regression tests, trajectory evals, CI quality gates.
• Guardrails and governance: approvals, audit logs, data handling, protection.
• Human-in-the-loop: define escalation and agent-to-human handoffs.
• Ground agents with retrieval, memory and citations from Scania data.
• Productionize observability, cost and latency controls across the lane portfolio.

Skills

LLM agents

OpenAI Agents

Anthropic SDKs

MCP

Vector search

Tools

CI/CD pipelines

Tool integrations

API contracts

Job description

Scania Group in Södertälje invites a senior engineer to build production-grade LLM agent workflows within Scania Logistics. You will design, implement, and operate autonomous agent systems that read context, access enterprise data, and act through tools while handing off to humans at defined control points.

The role emphasizes governance, evaluation, and safe runtime operation of intelligent logistics at scale, collaborating with AI, software and operations teams to deliver real-world impact.