Metanoia IT Solutions GmbH
1 month ago
AI Developer (m/f/d)
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Company information
- Company
- Metanoia IT Solutions GmbH
- Location
- Hamburg Germany
- Posted
- 1 month ago
Job description
Metanoia IT develops software and scalable SaaS solutions for a select number of established core customers – SaaS and medium-sized companies with their own software, spin-offs, and in-house projects. We work AI-natively and integrate AI into products precisely where it creates real added value.
Responsibilities
You are responsible for LLM-based features from start to finish – from the prompt to what the user ultimately receives – and you care whether the output is truly good. You quickly bring ideas into a working state instead of waiting for the perfect specification, and you stick with it until it holds up in production.
- You build product-oriented features across the entire stack – with a clear tendency towards delivering and iterating rather than endless fine-tuning.
- You work on our multi-LLM pipeline and make conscious decisions regarding model selection, costs, and latency.
- You build evaluation loops against real output: define baselines, iterate, and be able to demonstrate what has measurably improved.
- You are responsible for the traceability of our LLM systems – tracing per step and prompt provenance – so that bad output can be traced back to the call that generated it.
- You design human-in-the-loop agent workflows: agents suggest, the human decides. Nothing goes live autonomously.
- You prototype quickly, then harden it, and bring your own work into production – including configuration, feature flags, and scheduled jobs.
- You contribute your own product ideas instead of just working through tickets.
Qualifications
- Demonstrable product sense and speed: You deliver working things and make pragmatic trade-offs.
- AI-native work in everyday life (Claude, Cursor) as a real workflow, not a demo. Practical experience with LLM orchestration (Function Calling, Agents, Evaluation).
- You have traced LLM behavior in production and found a real bug with it.
- You can explain when a deterministic pipeline is a better choice than an agent.
- Willingness to take responsibility for deploying your own work.
- Fluent German.
Benefits
- Direct collaboration with the founders and real influence on product and culture
- An AI-native work environment with first-class tools
- Remote work
- Flat hierarchies, short decision paths, and quick decisions
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Required skills
- german
- remote work
- ai
- llm
- prompt engineering
- saas
- evaluation
- claude
- full stack
- prototyping
- cursor
- production deployment
- agents
- latency
- human-in-the-loop
- tracing
- llm orchestration
- agent workflows
- model selection
- function calling
- product sense
- pragmatic trade-offs
- evaluation loops
- multi-llm pipeline
- deterministic pipeline
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