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Appfabs Incorporation

Reporting Data Analyst

Hybrid

Toronto, Canada

Junior

Full Time

10-03-2026

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Skills

Communication Data Analysis SQL SAP Data interpretation power bi

Job Specifications

Role Summary

The Reporting Data Analyst partners with business groups across the Property & Casualty (P&C) insurance domain to define and deliver reporting and data extracts requirements. This role serves as a subject matter expert (SME) on enterprise data warehouse content and key source systems, ensuring accurate interpretation of insurance data, consistent definitions, and reliable reporting outputs.

Key Responsibilities

• Act as a data and domain SME for P&C insurance subject areas (e.g., policy, claims, financials).

• Collaborate with business stakeholders to gather, clarify, and validate reporting and extract

requirements.

• Translate insurance business concepts into accurate data logic, metrics, and dimensional

definitions. Leverage knowledge of source applications (e.g., Guidewire, Genius, SAP) to ensure

correct data interpretation and lineage.

• Ensure reports and extracts align with approved business definitions, regulatory needs, and data

governance standards.

• Create and validate SQL queries, views, or semantic-layer objects against the enterprise data

warehouse.

• Review and certify reports for accuracy, reconciliation, and consistency across systems.

• Document data definitions, business rules, and reporting assumptions.

• Support UAT and investigate data discrepancies between source systems and the data warehouse.

• Educate business users on proper interpretation and usage of insurance data.

Technical Qualifications

• 8+ years as a hands-on IT Reporting data analyst.

• 4+ years of experience in reporting or data analysis within the Property & Casualty insurance

industry; reinsurance experience is preferred but not required.

• 3+ years hands-on experience with Strategy (formerly MicroStrategy), Microsoft Power BI or similar product.

• Working knowledge of insurance source systems such as Guidewire (Policy, Billing, Claims),

Genius, and SAP.

• Strong SQL skills and experience querying enterprise data warehouses. Understanding of

dimensional modelling and enterprise reporting concepts.

General Qualifications

• Strong initiative; able to self-manage. Comfortable with ambiguity and able to work through it to get the right things done.

• Excellent Communication skills, both written and verbal, understanding communication channels

and escalation paths.

• Proven experience working directly with senior business stakeholders.

Education Requirements

• Bachelor's degree in Computer Science, MIS, related field, or equivalent experience.

About the Company

Appfabs Incorporation is an ISO 9001:2015 | ISO 27001 certified software company in Toronto established in 2016. Appfabs Inc was found by a management team experienced with leading engineering & technological companies worldwide. We helped companies achieve their technological platform objective and profitable growth backed by the world's most comprehensive digital solutions. Know more