(Senior) AI Engineer (m/f/d)

Germany·Berlinsenior

Machine Learning EngineerData

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Quick Summary

Overview

About the Team We are a small engineering team inside Natuvion that finds and builds the next high-value additions to Natuvion'sproduct portfolio. We prototype AI-powered solutions for enterprise data transformations — from an idea observed in acustomer project to working software.

Key Responsibilities

Build and evolve the content corpus infrastructure: graph databases, search indexes, and embedding pipelines. Design AI agent capabilities for DCS Pulse: Retrieval, recommendation, and content generation.

Technical Tools

Machine Learning EngineerData

We are a small engineering team inside Natuvion that finds and builds the next high-value additions to Natuvion's
product portfolio. We prototype AI-powered solutions for enterprise data transformations — from an idea observed in a
customer project to working software.

Content corpus: We make Natuvion's transformation knowledge searchable, structured, and available to AI agents.
Hundreds of customer projects have produced millions of lines of transformation content. We build the infrastructure
that turns this accumulated knowledge into a usable asset.
Embedded prototyping: We go into customer transformation projects alongside Natuvion's consultants, observe the
processes, and identify where AI and technical solutions can accelerate them. Then we build prototypes, test them with
real users, and validate the value.
AI and agentic coding practices: We establish how Natuvion applies AI, both in its products and in its
engineering. We develop the methods, tools, and standards the wider organization adopts.

We build on top of the Natuvion Cloud Platform (NCP), using its APIs and shared components as our foundation. The cloud
team scales the platform; we focus on what to build on it.
The team has strong technical and scientific backgrounds. We care about quality even in prototypes: Disciplined
engineering, not vibe-coding.
We're part of Natuvion (~500 employees, SAP Gold Partner). That means access to enterprise customers, real
transformation projects, and corporate backing but with the autonomy of a small team.

What We Offer

~1 min read

✓Real problems, not toy projects.Enterprise data transformations involve millions of records, complex business rules, and tight timelines. The prototypes we build here solve real problems for real customers.

✓End-to-end ownershipFrom observing a process in a customer project to shipping a working prototype. We decide what to build and how.

✓AI as a daily tool, not a buzzword We use agentic coding and AI-assisted development as core working methods. We'll shape how the organization adopts these practices.

✓Small team, big reach A few people with direct access to enterprise customers like BMW, Volkswagen, E.ON, and Lufthansa, a cloud platform to build on, and the freedom to move fast.

Build and evolve the content corpus infrastructure: graph databases, search indexes, and embedding pipelines.
Design AI agent capabilities for DCS Pulse: Retrieval, recommendation, and content generation.
Develop semantic search and retrieval systems across Natuvion's transformation knowledge base.
Evaluate and integrate new AI models, tools, and techniques as the field moves.
Establish best practices for AI application and agentic coding across the team and the wider organization.