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Business Analyst (with AI Experience)

Job Description - Business Analyst (with AI Experience)

We
are seeking an experienced AI
Business Analyst with hands-on AI experience
to identify,
assess, and shape practical AI-enabled solutions. You will work closely with
business and technical stakeholders to translate real operational needs into
clear requirements, measurable success criteria, and responsible implementation
approaches.

Responsibilities:

  • Assess business processes to identify automation and AI
    opportunities, evaluating expected benefits, costs, feasibility,
    dependencies, and risks.

  • Lead discovery sessions with business stakeholders to
    understand pain points, process variations, data availability, controls,
    and desired outcomes.

  • Write clear functional requirements and user stories
    for AI-enabled features, including document intelligence and extraction,
    conversational assistants, classification and decisioning, and intelligent
    routing.

  • Define what good looks like for AI features, including
    accuracy thresholds, confidence handling, fallback paths,
    human-in-the-loop processes, exception management, and audit requirements.

  • Support business-side model evaluation by assessing AI
    outputs against real cases, helping structure representative evaluation
    datasets, documenting results, and identifying limitations.

  • Translate AI findings into actionable recommendations,
    acceptance criteria, process changes, operating procedures, and
    implementation priorities.

  • Clearly communicate AI capabilities, assumptions,
    risks, and limitations to non-technical stakeholders, and recognize when a
    rules-based or conventional solution is more appropriate.

  • Collaborate with product, engineering, data, security,
    compliance, and operations teams throughout design, delivery, testing,
    rollout, and continuous improvement.



Requirements

  • Hands-on experience working with AI-enabled products,
    prototypes, or solutions, with direct involvement in use-case discovery,
    requirements definition, testing, or evaluation.

  • 5+ years of experience in business analysis, process
    improvement, product analysis, automation, digital transformation, or a
    related role.

  • Strong ability to map business processes, identify
    inefficiencies, assess solution options, and build clear business cases
    covering value, cost, risk, and feasibility.

  • Experience writing functional requirements, user
    stories, acceptance criteria, process flows, and exception scenarios for
    technology-enabled solutions.

  • Practical understanding of AI concepts such as model
    outputs, confidence levels, evaluation datasets, accuracy, false positives
    and negatives, human oversight, and responsible fallback handling.

  • Strong analytical and problem-solving skills, with the
    ability to assess AI outputs against business context and document
    limitations objectively.

  • Excellent stakeholder management and communication
    skills, with the ability to explain complex AI concepts clearly to
    business and non-technical audiences.

  • Ability to work collaboratively across business and
    technical teams; familiarity with data privacy, security, compliance, or
    audit considerations is an advantage



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