emagine - Portugal

Senior Data & AI Engineer - Microsoft Fabric & RAG

emagine - Portugal  •  Portuguese Republic (Remote)  •  2 months ago
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Job Description

We are looking for a Senior Data & AI Engineer with strong hands-on experience in Microsoft Fabric and Retrieval-Augmented Generation (RAG) systems to support Line Coach, an AI assistant used in brewery production environments

This is a production-focused engineering role, not a research or chatbot-only position. You will be responsible for building, maintaining, and improving real-world AI data pipelines and operational AI agents.

Tasks

Build and maintain Microsoft Fabric pipelines to ingest, process, and structure data within Fabric workspaces

Ingest structured and unstructured data using Fabric Shortcuts (ADLS, SharePoint, manuals, procedures, and technical documents)

Prepare, chunk, and vectorize unstructured content for downstream AI use cases

Store, manage, and query embeddings using Azure AI Search (vector and hybrid search)

Design, implement, and continuously improve RAG pipelines for operational AI agents

Apply prompt engineering best practices to improve accuracy, reliability, and relevance of AI outputs

Collaborate with data, AI, and product stakeholders to ensure solutions meet production and operational requirements

Monitor, troubleshoot, and optimize AI pipelines for performance, scalability, and reliability

Requirements

Strong hands-on experience with Microsoft Fabric (Pipelines, Lakehouse, OneLake, Shortcuts)

Proven experience building LLM-based RAG systems in production environments

Practical experience with Azure AI Search, including vector and hybrid search

Solid understanding of embeddings, document retrieval, and prompt engineering

Strong programming skills in Python and/or SQL

Experience designing and maintaining data pipelines and AI systems in real-world environments

Fluent in English (written and spoken)

NICE TO HAVE:

  • Experience with Azure OpenAI Service
  • Background in industrial, manufacturing, or operational data
  • Experience with agent-based or workflow-driven AI systems
emagine - Portugal

About emagine - Portugal

emagine is a high-end business & IT consulting company challenging the way businesses leverage high-end expertise.

Enabled by our vast network of expert consultants, we tailor our services to the unique needs of each business, powering progress, solving challenges, and delivering real results.

As the world evolves, scalability becomes increasingly important in modern, technology-driven organizations. And it is around this critical need that emagine stands out with a unique business model and delivery capacity.

With emagine, companies gain the flexibility needed to navigate and succeed in a complex and ever-changing technological landscape. Through a seamless and tailored delivery model, we help you scale your business.

We help organizations across all industries and sectors; these are our services:

• Team extension: Scale with dedicated consultants on time & material

• Nearshoring as a Service: Leverage a fully scalable development department in Poland

• Teams: Power up with a dedicated team to help you build, develop and execute your projects

• Managed Services: Let us tailor and manage your projects, delivering on your specific requirements and needs

emagine was founded in 1989 and has a long track record of delivering expertise and business impact for blue-chip companies across Europe.

Today, we are 900+ permanent employees working from departments in 10 countries. Furthermore, we own three state-of-the-art nearshore centres in Poland and one offshore centre in India.

With 40.000 experts in our network and 4500+ partnered consultants on active contracts, we currently help our 500+ clients worldwide with high-end expertise.

Industry
IT & Software
Company Size
201-500 employees
Headquarters
Lisbon, PT
Year Founded
Unknown
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