Forward Deployed Engineer (m/w/d)
Core
You are an observer, architect, and developer who builds and owns AI systems directly in the customer's environment.
Role type
Senior IC forward-deployed machine learning engineer (generative AI)
Builds
Production-ready AI infrastructures including Model-Serving, Agent-Gateways, RAG/GraphRAG pipelines, and integration into Enterprise systems
Domain
Generative AI, Enterprise Software, MLOps
Deliverable
production ML models
Required skills
End-to-End deployment ownership, LLM production experience (RAG, Vector Databases, Agent-Frameworks, Evals, MLOps), Enterprise architecture integration, Product stack development (mAIstack, VoiceAI, Amicable), Observability and Logging, Workshop facilitation, Trade-off decision making
Preferred skills
Experience at an individual software service provider or IT consulting firm
Technologies
RAG, Vector Databases, Agent-Frameworks, Evals, MLOps, mAIstack, VoiceAI, Amicable
Responsibilities
Own deployments from discovery through technical scoping, architecture, and production rollout; Work across layers including Model-Serving and integration into existing Enterprise systems; Deploy and extend product stacks; Ensure system controllability via evaluations, logging, and observability; Codify recurring project patterns into products and playbooks; Develop shared understanding of problems and solutions in workshops
Seniority
Senior, hands-on IC
