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Envision Technology Solutions

Senior Business Analyst – (AI/ML)

Contract · In Office · Toronto, Ontario (Canada)

Posted Jun 5, 2026

Work Options
Seniority Level
Job Type
Position Group

We are seeking a highly experienced AI-focused Business Analyst to drive the identification, analysis, and implementation of Artificial Intelligence and Machine Learning solutions across the organization. This role bridges the gap between business objectives and data science/engineering teams, ensuring AI initiatives deliver measurable business value, ethical compliance, and scalability.

  • Key Responsibilities
  • 1. Business Strategy & AI Opportunity Identification Identify and evaluate AI/ML use cases aligned with business goals (e.g., predictive analytics, NLP, computer vision).
  • Collaborate with leadership to define AI strategy and roadmap.
  • Conduct feasibility analysis including cost-benefit, ROI, and risk assessment.
  • Recommend AI-driven solutions to improve efficiency, decision-making, and customer experience.
  • 2. Requirements Engineering for AI Solutions Elicit and document AI-specific functional and non-functional requirements.
  • Translate business problems into data science problems and hypotheses.
  • Define:
  • Model inputs/outputs
  • Training data requirements
  • Performance metrics (accuracy, precision, recall, etc.) Develop user stories, epics, and AI use case documentation.
  • 3. Data Analysis & Management
  • Analyze data sources to assess:
  • Data availability, quality, and readiness Data governance and compliance requirements Collaborate with data engineers to define:
  • Data pipelines
  • Data cleaning and transformation needs
  • Support creation of data dictionaries and metadata documentation.
  • 4. Collaboration with AI/ML Teams
  • Work closely with:
  • Data Scientists
  • Machine Learning Engineers
  • Data Engineers
  • Facilitate understanding of business context for model development.
  • Ensure models align with business needs and operational constraints.
  • Participate in model evaluation, validation, and performance monitoring discussions.

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Senior Business Analyst – (AI/ML)

Envision Technology Solutions

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