- Jobs
- Confidential (via Randstad)
- Senior LLM / Generative AI / Agentic Solutions Engineer
Senior LLM / Generative AI / Agentic Solutions Engineer
Full-timeSenior
AI Tools
PEFT/LoRAvLLM
Tech Stack
PythonLLM OrchestrationRAGVector DatabasesREST/gRPCDockerCI/CDAWSGCPAzurevLLM
Agent Workflow
Design supervisor/executor patterns, memory strategies, and robust tool-calling failure handling. Build advanced RAG with high-performance embedding, retrieval, re-ranking pipelines. Production agentic systems with automated evaluation.
About the Role
A fast-growing, innovation-driven company in Budapest is seeking a Senior LLM / Generative AI / Agentic Solutions Engineer to design and build production agentic systems. The company builds and deploys AI solutions across Space, Manufacturing, AdTech, and FinTech.
Key Responsibilities
- Build Agentic Systems: Design supervisor/executor patterns, memory strategies, and robust tool-calling failure handling
- LLM Adaptation & Deployment: Fine-tune open-source models; optimize inference for production latency/cost
- Advanced RAG: Build high-performance embedding, retrieval, re-ranking pipelines
- Structured Generation: Enforce schemas/guardrails to minimize hallucinations
- Evaluation & Quality: Build automated evaluation harnesses, regression tests, prompt/model versioning
- Production Engineering: Build containerized APIs with CI/CD, observability, SLOs
- Cross-functional Delivery: Integrate GenAI features; mentor junior engineers
Requirements
- 5+ years building production ML/AI systems, including 2+ years in lead roles
- Strong Python engineering (performance, testing, packaging)
- Hands-on experience with LLM orchestration, tool-calling, and workflow integration for agentic AI
- LLM adaptation (PEFT/LoRA) and safety engineering
- Production RAG pipelines and vector databases
- Containerized services (REST/gRPC), CI/CD
- Cloud platforms (AWS/GCP/Azure)
- Inference optimization (vLLM/quantization)
- Event-driven orchestration
- Automated evaluation (LLM-as-judge)
Education: Bachelor's degree (BSc/BA)
Valid through: May 31, 2026. Posted: March 4, 2026.