AI / ML Engineer

Wunder IP GmbH; München; Hybrid; Vollzeit

Benefits dieser Stelle

High-end hardware

GPU access

Flexible hours

Zusammenfassung

A leading AI technology company in Munich is looking for an experienced ML/AI engineer to design and implement advanced systems for patent search and analysis. The role involves collaborating on real user problems with rapid model deployment and offers flexible hours and hybrid work. Ideal candidates will have over 3 years of experience in ML/AI, strong Python skills, and familiarity with LLMs and related frameworks. Join us to make a direct impact in the field of patent technology.

Qualifikationen

• 3+ years of experience in ML/AI engineering or applied research.
• Experience building and deploying production ML systems.
• Understanding of NLP fundamentals and evaluation metrics.

Aufgaben

• Design and implement RAG pipelines for patent search and analysis.
• Build and optimize semantic search across millions of patent documents.
• Develop evaluation frameworks to improve model quality.

Kenntnisse

ML/AI engineering experience

Hands-on experience with LLMs

Strong Python skills

Understanding of information retrieval

Fluent in English

Tools

PyTorch

HuggingFace

TypeScript/Node.js

Jobbeschreibung

Our AI products help patent attorneys search, analyze, and understand millions of patent documents. We need someone who can push the boundaries of what's possible with retrieval-augmented generation, semantic search, and domain-specific language models. You'll work on real problems with real users — not research for the sake of research. If you want to see your models in production within days, not months, this is the place.

• Design and implement RAG pipelines for patent search and analysis
• Build and optimize semantic search across millions of patent documents
• Develop evaluation frameworks to measure and improve model quality
• Experiment with fine-tuning and prompt engineering for domain-specific tasks
• Collaborate with full-stack engineers to integrate AI capabilities into our products
• Stay current with the rapidly evolving LLM landscape and identify what's worth adopting

What we're looking for

• 3+ years of experience in ML/AI engineering or applied research
• Hands-on experience with LLMs, embedding models, and vector databases
• Strong Python skills and familiarity with ML frameworks (PyTorch, HuggingFace)
• Experience building and deploying production ML systems, not just notebooks
• Understanding of information retrieval, NLP fundamentals, and evaluation metrics
• Fluent in English; German is a plus but not required

Nice to have

• Experience with patent data, legal text, or other structured technical documents
• Familiarity with TypeScript / Node.js for integrating with our backend
• Published work or open-source contributions in NLP or information retrieval
• Experience with European cloud infrastructure and data privacy requirements

What you get

Your setup

High-end hardware, GPU access for experimentation, and any tools or subscriptions you need to stay sharp.

Your impact

Your models go directly into the hands of patent professionals. Short feedback loops, real-world impact.

Flexible hours, hybrid work, and the autonomy to explore approaches you believe in. We back conviction.

How it works

No whiteboard gauntlets. No six-round marathons. Simple and respectful of your time.

01

Apply

Send us your CV and a few lines about what excites you.

02

We review

You'll hear back within a week. Always.

03

A relaxed conversation about fit — both ways.

04

Interested?

Send us your CV and a few lines about why this role caught your eye. No formal cover letter needed — just be yourself.