AI Architect & Forward Engineering (f/m/d) @ A1 Competence Delivery Center
Core
Design end-to-end architecture for an AIaaS platform and lead forward-deployed engineering to bring real AI use cases into production.
Role type
AI Architect & Forward Engineering Lead
Builds
AIaaS platform, production-grade AI solutions, and standardized LLMOps/MLOps patterns for internal business units.
Domain
Telecommunications, Generative AI, Enterprise AI Infrastructure
Deliverable
production ML models
Required skills
AI/ML system architecture, Generative AI design, Python, RAG implementation, vector search, prompt engineering, model deployment, inference optimization, cloud-native development, API design
Preferred skills
Forward-deployed engineering, model fine-tuning (LoRA/QLoRA), AI guardrails, sovereign-cloud compliance, pipeline orchestration
Technologies
PyTorch, Hugging Face, LangChain, LlamaIndex, Semantic Kernel, AutoGen, vLLM, Triton, Kubernetes, Airflow, MLflow, Ray, Kubeflow, NeMo Guardrails, Guardrails AI, Ragas, TruLens, DeepEval
Responsibilities
Define AIaaS application layer architecture, integrate model serving and RAG components, prototype and deploy AI use cases with business teams, establish LLMOps/MLOps standards, benchmark foundation models and vector databases, optimize GPU inference latency and throughput, oversee AI safety and governance
Seniority
Senior, hands-on architecture & implementation