Agentic Engineer: Autonomous Logistics & Governed AI

Scania; Stjärna; On-site; SEK 900,000 - 1,300,000; Full time

Benefits offered by this job

Health center access

Wellness allowance

Performance bonus

Flexible working hours

Company car leasing

Job summary

Scania Logistics is seeking a senior specialist to build and manage governed agentic workflows across the order-to-delivery process. You will turn proof lanes into reusable, Scania-owned capabilities and measure success by production outcomes rather than prototypes.

You will design and operate production agent systems with safe tool routing, guardrails, and human-in-the-loop handoffs, aligning with Scania’s global logistics strategy and governance standards.

Qualifications

• Hands-on with LLM agents and tools; you know what holds up in production, not just demos.
• Evaluation as a discipline; you design evals and treat them as the hardest and most important part of the work.
• The modern agent stack; comfortable with orchestration (OpenAI Agents and Anthropic SDKs), MCP, vector search and RAG, tracing and eval tooling.

Responsibilities

• Build agent workflows. Tool and function calling, orchestration and reasoning loops, state and memory, not just prompts.
• Engineer tools and integrations. Define tool and API contracts with permissions, retries and error handling, so agents act safely on order-to-delivery systems.
• Own evaluation. Build regression and trajectory evals (tool choice, policy compliance, outcome quality) and wire them into CI as quality gates.
• Guardrails and governance. Approvals for irreversible actions, audit logging, sensitive-data handling and prompt-injection defense, written as policy in code.
• Human-in-the-loop by design. Decide where humans review or approve, define escalation, and instrument the agent-to-human handoff (governed autonomy).
• Ground the agents. Retrieval, memory and context engineering, including MCP, so agents are grounded in Scania data with citations.
• Productionize and operate. Observability and tracing, cost and latency control, safe rollout and incident response across the lane portfolio.

Skills

LLM agents

Tool integrations

Eval design

OpenAI Agents

Anthropic SDKs

Tools

MCP

Vector search

RAG

Tracing

Job description

Scania Logistics is seeking a senior specialist to build and manage governed agentic workflows across the order-to-delivery process. You will turn proof lanes into reusable, Scania-owned capabilities and measure success by production outcomes rather than prototypes.

You will design and operate production agent systems with safe tool routing, guardrails, and human-in-the-loop handoffs, aligning with Scania’s global logistics strategy and governance standards.