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Canada · Expert network

Underwriter

Project-based$75–115 CAD / hour

Required skills

Risk appetiteEligibilityGuidelines
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About Human Data

Human Data brings Canadian professional expertise to AI training and evaluation. Experts create tasks, review model outputs and document the judgment that makes data useful.

Engagement
Expert network registration
Location
Canada. Remote eligibility depends on the project.
Compensation
$75–115 CAD / hour. Project rate and payment terms are confirmed before work begins.

Underwriting judgment applied to appetite, eligibility and limits, and to how a model explains its decision.

Scope of work

  • Write underwriting scenarios with the decision and its reasoning.
  • Grade model decisions against guidelines and appetite.
  • Flag products or coverages that do not exist in the guidelines.
  • Review classification and limit recommendations.

Qualifications

Commercial or personal lines underwriting experience at a Canadian insurer or MGA. Current with guidelines and classification practice.

  • Communicate your reasoning clearly and apply detailed instructions consistently.
  • Work within agreed confidentiality, data-access and quality requirements.
  • Complete a relevant assessment and calibration if invited for a project.

Working arrangements

Projects may involve creating examples, annotating approved material, scoring AI responses or reviewing other expert contributions. The scope, hours, tools and review process are provided before you accept.

Some engagements can be completed remotely from Canada. Others may require a client-managed workspace or a controlled physical environment.

Project matching

Submit a profile for project matching. Each assignment has its own requirements, selection process and agreed compensation. Registration does not guarantee an assignment.

Application questions

All opportunities