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Senior Manager, Data Engineer, Applied AI Data Ingestion & Integration

BMO
Toronto, CAN
Full-time
Hybrid
$105,000 to $215,000.
Discovered 1 weeks ago
Enterprise data ingestion and integrationData engineeringETL/ELTData governanceData quality managementPython
Free

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Enterprise data ingestion and integrationData engineeringETL/ELT
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Role Overview

Senior Manager within the Applied AI Data Ingestion and Integration team supporting enterprise AI and advanced analytics capabilities.

Individual Contributor role requiring ownership of technical outcomes, initiative leadership, mentoring, and delivery of measurable platform improvements.

The team develops cloud-native, secure, scalable capabilities and AI solutions for enterprise use.

Data Integration Leadership

  • Lead enterprise data onboarding, ingestion, and integration initiatives for AI, analytics, and business intelligence use cases.
  • Translate business needs into data requirements, data models, and integration strategies with product, engineering, data science, and business stakeholders.
  • Design scalable pipelines for databases, files, documents, APIs, events, and multimodal data.
  • Ensure pipelines meet governance, access control, security, lineage, observability, cost, and throughput expectations.

Data Quality and Governance

  • Establish and monitor data quality standards, controls, and metrics for accuracy, completeness, timeliness, and consistency.
  • Partner with governance, risk, compliance, and model risk teams on enterprise policies, regulations, and Responsible AI standards.
  • Support data lineage, metadata management, data cataloging, and traceability across ingestion and integration platforms.

AI Enablement

  • Prepare, validate, and optimize datasets for machine learning, Generative AI, and advanced analytics applications.
  • Support ingestion of documents, images, audio, video, and enterprise knowledge repositories.
  • Analyze chunking, indexing, retrieval, and data preparation strategies for RAG and AI Search solutions.
  • Develop production-grade services using Python, REST APIs, JSON/XML, vector databases, and retrieval metrics.

Stakeholder Leadership

  • Lead cross-functional initiatives from discovery through production with business, technology, architecture, risk, security, and operations teams.
  • Communicate technical findings, risks, and recommendations to technical and non-technical audiences, including senior leadership.
  • Mentor analysts and junior team members and drive automation, operational efficiency, and scalability improvements.

Qualifications

  • 8-10 years of experience in data engineering, data engineering support, or related analytics disciplines, preferably in large enterprises.
  • At least 3 years of experience as a technical delivery leader who owned the work.
  • Experience with enterprise data integration, data warehousing, ETL/ELT, cloud data platforms, governance, and production analytics or AI platforms.
  • Strong proficiency in SQL, Python, or a similar technology and experience with large-scale datasets across cloud and on-premises environments.
  • Familiarity with MLOps, CI/CD, cloud-based AI infrastructure, and Agile delivery methodologies.
  • Bachelor’s degree in a quantitative, technology, engineering, or related field is required.
  • A master’s degree and relevant data, cloud, analytics, AI, or governance certifications are preferred or considered assets.

Compensation

  • The stated salary range is $105,000 to $215,000.
  • The position is salaried, with compensation varying according to location, skills, experience, education, and qualifications.

Workplace

  • This is explicitly identified as a hybrid role.

About the Employer

BMO describes its purpose as supporting positive change for customers, communities, and employees through innovation and responsible growth.

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