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Schneider Electric

Global energy management and automation provider

Senior AI Data Engineering Specialist

AI Application EngineeringConfirmed live in the last 24 hours
Full-timeMontreal, QC, CanadaIn-person

About the Job

Requirements

  • A background in data engineering, knowledge engineering, or data pipelines for machine learning.
  • Solid skills in data modeling and metadata management.
  • Proficiency in building reliable data pipelines using Python, SQL, or comparable technologies.
  • Hands-on experience preparing data for machine-learning or large language model applications.
  • An understanding of embeddings, vector search, retrieval-augmented generation, and datasets used for evaluation.
  • The ability to collaborate effectively with domain experts and ontology specialists.

Responsibilities

  • Discover, collect, classify, normalize, and curate data for AI use cases.
  • Build data pipelines for Building Management System scripts, documentation, metadata, semantic models, and other engineering assets.
  • Establish data lineage and provenance, along with quality, versioning, and access controls.
  • Prepare datasets for training, validation, benchmarking, and regression testing.
  • Connect ontologies and knowledge graphs with AI retrieval and grounding systems.
  • Define strategies for chunking, indexing, embeddings, retrieval, and metadata.
  • Design processes for expert review, labeling, annotation, and feedback.
  • Identify duplicate content, inconsistent tagging, sensitive information, and quality issues.
  • Partner with legal, cybersecurity, privacy, and product teams to define appropriate data use.
  • Assess data coverage and identify gaps that materially affect model performance.

Desired Qualifications

  • Familiarity with Resource Description Framework, Web Ontology Language, knowledge graphs, or semantic databases.
  • A background in processing source code or domain-specific languages.
  • Knowledge of technical documentation and engineering data.
  • Experience in applied AI, building technologies, energy management, automation, or Internet of Things systems.

About the Company

Schneider Electric

Global energy management and automation provider

Schneider Electric is a global specialist in energy management and automation. It helps homes, businesses, and industries run electricity more efficiently by selling electrical products, automation hardware, software, and related services. Its offerings cover electrification, automation, and digitization, and solutions connect devices, collect data, and control systems to optimize energy use in smart industries, resilient infrastructure, and data centers. The company distinguishes itself with a broad, end-to-end portfolio and a worldwide presence in over 100 countries, combining hardware, software, and services to address sustainability and reliability. Its goal is to help people and organizations use energy more efficiently, reduce environmental impact, and improve uptime and reliability.

Company size
10,001+
Company stage
IPO
Headquarters
Rueil-Malmaison, France
Founded
1836

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