AI Engineer (m/f/d)

Pentadoc Gruppe; Würzburg; Hybrid; EUR 90,000 - 120,000; Full time

Benefits offered by this job

Flexible working hours

Hybrid/remote work

Learning budget

Job summary

5Plus, part of the Pentadoc Group, is seeking an AI Engineer (m/f/d) to own customer‑facing AI solutions from design to production. You will design, build, and operate AI applications including RAG workflows and agentic systems, with hybrid work across Germany and occasional on‑site in Würzburg.

German language skills at C1 level and above are mandatory for this role. You’ll work closely with customers and internal engineers to translate ambiguous requirements into reliable, scalable systems and

Qualifications

• Several years (3–6) hands-on experience building and operating AI/ML systems in real-world projects.
• Proven experience with LangChain stack (LangGraph, DeepAgents) in Python, including FastAPI interfaces.
• Experience with AWS (ECS, CDK, …)
• Strong Python expertise (≈5 years) and modern AI/LLM tooling knowledge.
• LLM-based systems (RAG, embeddings, tool usage) and understanding trade-offs.

Responsibilities

• Design and ship end-to-end AI systems, from prototype to production.
• Build LLM-powered applications (RAG, tool usage, validations) with reliability and cost-efficiency.
• Develop and operate agentic AI systems (planning, tool orchestration, multi-step workflows) with safety and integrations into customers’ systems.
• Define evaluation strategies (offline + online), including metrics, benchmarks, and monitoring.
• Optimize system performance across latency, cost, and quality.
• Take technical leadership within customer project teams, coordinating architecture and iteration cycles.
• Explain trade-offs and guide solution decisions to customers.
• Turn ambiguous real-world problems into concrete AI solutions.
• Support less-experienced engineers via technical guidance (no people management).

Skills

LangChain

Python

AWS

LLM tooling

FastAPI

AI/ML systems

Customer-facing

Independent work

Communication

Tools

LangGraph

DeepAgents

Job description

At 5Plus (part of Pentadoc Group), we build production‑grade AI systems that solve real operational problems for our customers.

As a AI Engineer (m/f/d), you will take technical responsibility for customer‑facing AI solutions — from early design decisions to production deployment and operation. You will design, build, and operate AI applications ranging from LLM‑powered workflows (e.g., intelligent document processing, RAG systems) to agentic AI systems that are actively used in customer environments.

German language skills at C1 level and above are mandatory for this role.

You’ll work closely with customers and internal engineers to translate ambiguous requirements into reliable, scalable systems and guide AI‑driven product development within customer projects. This role is hybrid, with predominantly remote work and occasional on‑site presence at customer locations across Germany and our office in Würzburg, Bavaria.

Your profile

• Several years (3–6) of hands‑on experience building and operating AI/ML systems in real‑world projects.
• Solid experience implementing agents on the LangChain stack (LangGraph, DeepAgents) in Python, including FastAPI interfaces.
• Experience with AWS (e.g. ECS, CDK, …)
• Strong Python expertise (app. 5 years) and experience with modern AI/LLM tooling; framework‑agnostic mindset.
• Proven experience with LLM‑based systems (e.g., RAG, embeddings, tool usage) and an understanding of trade‑offs between quality, cost, latency, and complexity.
• Ability to work independently in customer‑facing environments, taking ownership of technical decisions under uncertainty.
• Professional communication skills in customer contexts.
• Residence in Germany.

Bonus points to score

• Deeper experience with agentic architectures (planning, memory, multi‑agent coordination).
• Contributions to open‑source projects, technical writing, or applied research.

Your daily business

• Design and ship end‑to‑end AI systems, from prototype to production.
• Build LLM‑powered applications (incl. RAG, tool usage, validations) with a focus on reliability and cost‑efficiency.
• Develop and operate agentic AI systems (e.g., planning, tool orchestration, multi‑step workflows) with clearly defined safety and integrations into customers’ systems.
• Define evaluation strategies (offline + online), including metrics, benchmarks, and monitoring.
• Optimize system performance across latency, cost, and quality.
• Take technical leadership within customer project teams, coordinating architecture, implementation, and iteration cycles.
• Act as a technical point of contact for customers, explaining trade‑offs and guiding solution decisions.
• Work directly with customers and internal teams to turn ambiguous, real‑world problems into concrete AI solutions.
• Contribute to architectural decisions and support less‑experienced engineers through technical guidance (no people management).

Some of your benefits at 5Plus

• Real ownership: Build and own AI solutions that go live quickly!
• Small, experienced team with fast decision‑making.
• Flexible working hours and freedom to choose your workplace.
• Learning budget and support for conferences and publications.
• Pentadoc Group offers additional benefits, feel free to check out everything.