RAG & LLM Architect — On-Prem AI Pipelines (Warsaw)

DCG (Poland); Warszawa; On-site; PLN 40,000 - 60,000; Full time

Job summary

DCG Poland is seeking an experienced Machine Learning Engineer in Warsaw to architect and implement advanced Retrieval Augmented Generation (RAG) pipelines for enterprise use. The role requires a strong understanding of working with generative models, vector databases, and robust deployment in on-prem environments.

Ideal candidates should have over 3 years of experience in ML/NLP, along with proficiency in Python and relevant AI frameworks. The role involves collaboration with DevOps teams and requires problem-solving skills to ensure high-performance AI applications.

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Qualifications

• At least 3 years of professional experience in ML/NLP roles, including 2+ years with RAG systems.
• Experience deploying LLM-based solutions in on-prem or hybrid environments.
• Strong problem-solving and analytical skills.

Responsibilities

• Architect and implement end-to-end Retrieval Augmented Generation (RAG) pipelines.
• Design and integrate retrieval mechanisms with generative models.
• Monitor system performance and troubleshoot bottlenecks.

Skills

Machine Learning/Natural Language Processing

Python

vLLM

LiteLLM

Docker

Kubernetes

Neo4j

Performance optimization techniques

Education

Bachelor's, Master's, or Ph.D. in Computer Science, AI or related field

Job description

DCG Poland is seeking an experienced Machine Learning Engineer in Warsaw to architect and implement advanced Retrieval Augmented Generation (RAG) pipelines for enterprise use. The role requires a strong understanding of working with generative models, vector databases, and robust deployment in on-prem environments.

Ideal candidates should have over 3 years of experience in ML/NLP, along with proficiency in Python and relevant AI frameworks. The role involves collaboration with DevOps teams and requires problem-solving skills to ensure high-performance AI applications.

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