Semantic Data Engineer

🕒 Julho 27

⛰️ Colorado, Florida, +11 estados a mais – Remoto

infoinfo

💵 $150.000 - $210.000 / ano

⏰ Tempo Integral

🟡 Pleno

🟠 Sênior

🚰 Engenheiro de Dados

👻 Score fantasma 22%

infoinfo

🗣️🇺🇸🇬🇧 Inglês obrigatório

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Logo of Enterprise Knowledge, LLC

Enterprise Knowledge, LLC

51 - 200 funcionários

Fundada em 2013

💼 Consultoria

🤖 Inteligência Artificial

🏢 Corporativo

Consulting • Artificial Intelligence • Enterprise

A Enterprise Knowledge, LLC é uma empresa de consultoria em gestão do conhecimento e camada semântica que ajuda organizações a alinhar seus conteúdos, dados e iniciativas de IA. A EK oferece estratégia de gestão do conhecimento e transformação, desenvolvimento de taxonomias e ontologias, busca empresarial, gráficos de conhecimento e modelagem de dados, estratégia de conteúdo e operações, gestão de dados, avaliações de prontidão para IA, e implementação de camadas semânticas e direitos unificados. A empresa se posiciona como parceira para empresas complexas que buscam tornar o conhecimento organizacional acessível, compreensível e acionável tanto para humanos quanto para máquinas.

Descrição

• Work with data subject matter experts and business users to effectively understand and model their domain of knowledge • Apply NLP techniques (entity extraction, classification, and document processing) to transform raw data and content into AI-ready assets • Design, implement, test, and operate end-to-end RAG workflows for client engagements, including retrieval pipeline architecture, embedding strategies, and response evaluation • Contribute to agentic AI solution design and implementation, including orchestration patterns, tool use, and memory and retrieval integration • Support a variety of business intelligence projects using AI-based solutions • Analyze complex datasets and communicate insights to both technical and non-technical stakeholders • Design and implement data pipelines for ingesting, processing, and enriching structured and unstructured content using SQL, Python, R, or equivalent languages • Contribute to semantic layer and knowledge graph implementations as part of larger AI solution architectures • Work with internal and external teams to contextualize data engineering work into larger project context

🎯 Requisitos

• Bachelor’s degree in math, statistics, economics, data science, computer science, or a related field • 5+ years experience working on data analysis project(s) designing reports, and designing data analysis approaches and visualizations in a production setting • Proven experience working directly with clients, providing briefings, facilitating meetings, and presenting work products • Experience applying machine learning methods and statistical analysis to business use cases • Proficiency in programming languages such as Python, R, or similar for data analysis and modeling • Experience with NLP methods: entity extraction, text classification, document processing, or similar techniques applied to unstructured data in a production setting • Hands-on experience building and optimizing RAG pipelines, including embedding strategies, reranking, and cross-encoder models • Familiarity with retrieval quality and evaluation metrics (precision, recall, MRR, and user-centric evaluation approaches) • Experience implementing monitoring and observability for RAG and AI components, including latency, success rate, cache hit rate, retrieval quality, and data drift • Familiarity with data modeling, database architecture, and data integration, aggregation, and normalization across heterogeneous sources • Interest in developing as a consultant and taking on additional responsibilities for delivering and growing work

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