AgentixLake GmbH

Working Student AI Engineer – LLMs, RAG & AI Agents

Berlin, Germany remote Mid Salary not listed
remote Mid level Technology & IT Curated
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About the role

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About AgentixLake
AgentixLake GmbH is a Data and AI engineering consultancy based in Hamburg, Germany. We design, build and operate production-grade data platforms and AI systems in our customers’ cloud accounts or on-premises environments. We are an AWS Services Partner and a Certified Services Partner in Anthropic’s Claude Partner Network. Our commercial focus is DACH and the Gulf region, alongside selected international opportunities.
Your role
Build AI application components that are ready to be tested, deployed and maintained. You will take ownership of defined engineering work within our generative AI projects, collaborating with colleagues on implementation, review and operational quality.
Our team builds enterprise AI solutions that connect models with useful data and tools. Your work may contribute to document intelligence, knowledge assistants, governed analytics or AI agents that support engineering and operational workflows.
What you will do
Develop Python services and integrations connecting language models to enterprise data, APIs and tools.
Implement document ingestion, chunking, embeddings and retrieval, with source references that users can inspect.
Build structured extraction and validation workflows for complex documents and downstream business systems.
Implement defined agent steps, including tool calls, permission checks, error handling and human approval.
Maintain evaluation cases and compare retrieval quality, answer usefulness, latency and cost as the application changes.
Contribute automated tests, deployment configuration, logging and documentation through reviewed pull requests.
What you bring
Current university enrolment in computer science, AI, data science or a related technical discipline.
Strong practical Python skills and evidence of software you have delivered for actual users, including responsibility for testing and deployment.
Hands-on experience with an LLM application involving retrieval, tool use or structured outputs, and the ability to explain its limitations.
Comfort working with APIs, JSON, Git and code review, and taking a defined task from an agreed requirement to a maintainable implementation.
Clear English communication and an evidence-based approach to debugging and evaluating system behaviour.
Experience with Amazon Bedrock, Anthropic Claude, FastAPI, Docker, vector databases or self-hosted models is valuable. We value sound implementation decisions more than the number of frameworks on your CV.
What you can expect
You will contribute to real delivery work with direct access to experienced engineers and the founders. Expect clear ownership, thoughtful code review and a part-time scope planned around your studies.
How to apply
Use the Apply button on this page to submit your CV, current study details, location and weekly availability. Explain one AI application you built, your individual contribution, how you evaluated it and what you improved after testing. An anonymised description is welcome; please do not share confidential client material.
We welcome applicants of all backgrounds. If the core responsibilities match your experience, we would like to hear from you.
Stay connected
Follow AgentixLake on LinkedIn for practical engineering insights, project updates and future opportunities. Following is optional and does not influence recruitment decisions.
LinkedIn: https://www.linkedin.com/company/agentixlakegmbh/
Website: https://agentixlake.com/
Explore our production AI work with Claude: https://agentixlake.com/production-ai-with-claude
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Interview prep

Walk in with sharper answers.

Use this as a quick practice sheet before you speak with the employer.

Mid
Technology & IT Data Analysis Human Resources Python Writing Mid level remote

Likely questions

  1. Tell us about work you have done that is close to the Working Student AI Engineer – LLMs, RAG & AI Agents role.
  2. How would you approach your first 30 days at AgentixLake GmbH?
  3. Which of Data Analysis, Human Resources and Python have you used recently, and what did it help you achieve?
  4. Describe a time you solved a problem without waiting to be told exactly what to do.
  5. How do you stay organised and communicate clearly when working remotely?

Prepare before the call

  • A recent example that proves your experience with Data Analysis, Human Resources and Python.
  • One short story with a problem, your action, and the result.
  • Two examples that show the strengths listed on your CV.
  • A clear reason why this role and company interest you.
  • Your availability, preferred work style, and salary expectations.

Ask them

  • What would success look like in the first 90 days?
  • What are the main problems this hire should help solve?
  • How does the team give feedback and measure good work?
  • What does a normal working week look like for this role?
Practice line

I am interested in the Working Student AI Engineer – LLMs, RAG & AI Agents role because I can bring practical experience in Data Analysis, Human Resources and Python, learn the team quickly, and contribute to the outcomes AgentixLake GmbH needs from this hire.

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