Senior LLM / Generative AI / Agentic Solutions Engineer at Confidential (via Randstad)

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.