Data Quality and Controls Analyst

QuadReal Property Group, LP; Toronto; On-site; CAD 85,000 - 110,000; Full time

Benefits offered by this job

Performance-based incentive plan

Comprehensive health & dental benefits

Pension plan

Paid time off

Job summary

QuadReal Property Group seeks a Data Quality & Controls Analyst to oversee end-to-end data health across the Enterprise Data Platform. You will translate business rules into checks and monitor pipelines, ensuring trusted data reaches BI solutions and reports.

Responsibilities cover data quality rules, tooling, thresholds, and SOC 1 evidence, with collaboration across governance, analytics, data engineering, and risk teams. Toronto or Vancouver offices welcome candidates.

Qualifications

• 3+ years in data quality, analytics engineering, data engineering, data operations, or a controls-focused analytics role.
• Advanced SQL skills, including profiling, reconciliation, validation, and root-cause analysis across large datasets.
• Hands-on experience with dbt, including models, sources, tests, source freshness, documentation, and deployment practices.
• Experience with data quality or observability platforms and the operation of monitors, alerts, lineage, and incident workflows.
• Experience monitoring and troubleshooting workflow orchestration tools such as Airflow.
• Familiarity with Microsoft Fabric, including OneLake, lakehouses or warehouses, notebooks or pipelines, and SQL endpoints.
• Understanding of Power BI data dependencies, refresh processes, semantic models, and downstream reporting impacts.
• Strong understanding of data quality dimensions and control concepts, with the statistical literacy to establish and tune thresholds.
• Experience maintaining audit trails, approvals, evidence, and change records in SOC 1, SOX, financial-control, or similarly regulated environments.
• Experience with Git, peer review, CI/CD practices, and controlled development-to-production deployment.
• Strong communication, stakeholder management, problem-solving, and issue-coordination skills.
• Bachelor’s degree in a technical or business field or equivalent practical experience.

Responsibilities

• Daily Data Operations: Oversee the daily end-to-end data process by monitoring Airflow workflows, dbt builds, tests and source freshness, Microsoft Fabric pipelines and notebooks, SYNQ alerts, and downstream Power BI impacts.
• Issue Management: Log, prioritize, route, and track data quality and pipeline issues to resolution within agreed service levels; coordinate reruns, backfills, and recovery validation without bypassing required controls.
• Data Quality Rules: Partner with Business Data Stewards and Data Governance to translate approved business rules into executable freshness, completeness, uniqueness, validity, referential integrity, schema, and anomaly checks.
• Data Quality Tooling: Configure and maintain monitors, ownership, alert routing, lineage, incidents, and data quality metrics in SYNQ, supported by dbt tests and SQL-based validation where appropriate.
• Threshold Management: Use data profiling, historical patterns, statistical analysis, business materiality, and feedback from stakeholders to establish and tune thresholds while reducing false-positive alerts.
• Control Evidence: Maintain complete, attributable, and time-stamped evidence that controls operated as designed, including run histories, dbt results and artifacts, SYNQ incidents, tickets, approvals, reconciliations, and remediation records.
• SOC 1 Support: Support control walkthroughs, evidence requests, sample testing, exception documentation, and remediation activities in partnership with Risk, Controls, and Audit stakeholders.
• Quadrant Overrides: Operate and support the Quadrant override functionality for approved business corrections, ensuring each change is authorized, traceable, technically validated, and reflected correctly in downstream data. Business owners approve changes; the analyst supports the tooling and does not self-approve overrides.
• Manual File Controls: Support controlled manual file ingestion by validating file identity, format, schema, timing, approvals, ingestion results, and reconciliations so manual inputs remain reproducible and auditable.
• Lineage and Reporting Impact: Use metadata and lineage to understand how upstream failures or changes affect critical datasets, metrics, semantic models, and Power BI reports, and communicate business impact to the appropriate owners.
• Standards and Documentation: Maintain runbooks, control documentation, data quality definitions, known-issue guidance, and operating procedures; identify opportunities to automate evidence and reduce recurring incidents.
• Separation of Duties: Implement technical controls and approved governance standards while maintaining clear role boundaries. Data Governance owns the operating model and policy, business owners approve business corrections, and EDA owns technical implementation and execution.

Skills

Advanced SQL

dbt

Airflow

Power BI

SYNQ

Microsoft Fabric

SOC 1

SOX

Git

CI/CD

Python

Delta tables

Key Vault

Data governance

Education

Bachelor's degree in a technical or business field

Tools

Airflow

dbt

Job description

About QuadReal Property Group

QuadReal Property Group is a global real estate investment, development and operating company headquartered in Vancouver, British Columbia. Its assets under management are $98.5 billion. From its foundation in Canada as a full-service real estate operating company, QuadReal has expanded its capabilities globally for investments in equity and debt in both the public and private markets. QuadReal invests directly through operating platforms in which it holds an ownership interest and via programmatic partnerships. QuadReal seeks to deliver strong investment returns while creating sustainable environments that bring value to the people and communities it serves. Now and for generations to come. QuadReal: Excellence lives here. www.quadreal.com

Role Description

At QuadReal, the Data Quality & Controls Analyst sits at the intersection of Business, Data Governance, Analytics, and Data Engineering. The role is responsible for overseeing the daily end-to-end health of data across the Enterprise Data Platform (EDP), helping ensure that trusted data reaches business intelligence and reporting solutions.

The Enterprise Data & Analytics (EDA) team is looking for a Data Quality & Controls Analyst to operationalize data quality rules and technical controls across Airflow, dbt, Microsoft Fabric, SYNQ, and Power BI. You’ll translate approved business rules into executable checks, monitor data and pipeline health, coordinate issue resolution, and maintain the evidence needed to support current and evolving SOC 1 control requirements. The ideal candidate combines hands-on SQL and data engineering knowledge with strong operational discipline and clear stakeholder communication. You’ll work closely with Business Data Stewards, Data Governance, analytics engineers, data engineers, BI developers, and control partners to improve data trust and strengthen the reliability of enterprise reporting. This role can be based out of our Toronto or Vancouver office locations.

Responsibilities

• Daily Data Operations: Oversee the daily end-to-end data process by monitoring Airflow workflows, dbt builds, tests and source freshness, Microsoft Fabric pipelines and notebooks, SYNQ alerts, and downstream Power BI impacts.
• Issue Management: Log, prioritize, route, and track data quality and pipeline issues to resolution within agreed service levels; coordinate reruns, backfills, and recovery validation without bypassing required controls.
• Data Quality Rules: Partner with Business Data Stewards and Data Governance to translate approved business rules into executable freshness, completeness, uniqueness, validity, referential integrity, schema, and anomaly checks.
• Data Quality Tooling: Configure and maintain monitors, ownership, alert routing, lineage, incidents, and data quality metrics in SYNQ, supported by dbt tests and SQL-based validation where appropriate.
• Threshold Management: Use data profiling, historical patterns, statistical analysis, business materiality, and feedback from stakeholders to establish and tune thresholds while reducing false-positive alerts.
• Control Evidence: Maintain complete, attributable, and time-stamped evidence that controls operated as designed, including run histories, dbt results and artifacts, SYNQ incidents, tickets, approvals, reconciliations, and remediation records.
• SOC 1 Support: Support control walkthroughs, evidence requests, sample testing, exception documentation, and remediation activities in partnership with Risk, Controls, and Audit stakeholders.
• Quadrant Overrides: Operate and support the Quadrant override functionality for approved business corrections, ensuring each change is authorized, traceable, technically validated, and reflected correctly in downstream data. Business owners approve changes; the analyst supports the tooling and does not self-approve overrides.
• Manual File Controls: Support controlled manual file ingestion by validating file identity, format, schema, timing, approvals, ingestion results, and reconciliations so manual inputs remain reproducible and auditable.
• Lineage and Reporting Impact: Use metadata and lineage to understand how upstream failures or changes affect critical datasets, metrics, semantic models, and Power BI reports, and communicate business impact to the appropriate owners.
• Standards and Documentation: Maintain runbooks, control documentation, data quality definitions, known-issue guidance, and operating procedures; identify opportunities to automate evidence and reduce recurring incidents.
• Separation of Duties: Implement technical controls and approved governance standards while maintaining clear role boundaries. Data Governance owns the operating model and policy, business owners approve business corrections, and EDA owns technical implementation and execution.

Experience and Qualifications

3+ years of relevant experience in data quality, analytics engineering, data engineering, data operations, or a controls-focused analytics role. Advanced SQL skills, including data profiling, reconciliation, validation, and root-cause analysis across large datasets. Strong hands-on experience with dbt, including models, sources, tests, source freshness, documentation, and deployment practices. Experience with data quality or observability platforms and the operation of monitors, alerts, lineage, and incident workflows. Experience monitoring and troubleshooting workflow orchestration tools such as Airflow. Familiarity with Microsoft Fabric, including OneLake, lakehouses or warehouses, notebooks or pipelines, and SQL endpoints. Understanding of Power BI data dependencies, refresh processes, semantic models, and downstream reporting impacts. Sound understanding of data quality dimensions and control concepts, with the statistical literacy needed to establish and tune thresholds. Experience maintaining audit trails, approvals, evidence, and change records in a SOC 1, SOX, financial-control, or similarly regulated environment. Experience with Git, peer review, CI/CD practices, and controlled development-to-production deployment. Strong communication, stakeholder management, problem-solving, and issue-coordination skills. Bachelor’s degree in a technical or business field or equivalent practical experience.

• Experience with Microsoft Purview or comparable metadata, cataloguing, and lineage tools.
• Familiarity with Azure security concepts such as service principals, Key Vault, RBAC, and least-privilege access.
• Experience with medallion data architectures, Delta tables, Python, or containerized dbt workloads.
• Experience supporting controlled overrides, manual file processes, or evidence automation.
• Experience in real-estate, investment management, accounting, or financial services.
• Continuous learning mindset and a passion for data governance and quality.

Compensation and Benefits

The expected annualized base salary range for this role is $85,000-$110,000.

• Performance-based incentive plan.
• Comprehensive health & dental benefits.
• Pension plan.
• Paid time off.

QuadReal offers a competitive total rewards package in addition to the base pay, which may include a performance-based incentive plan, comprehensive health & dental benefits, pension plan, and paid time off. The actual salary offered will take into consideration a wide array of factors including, but not limited to, the individual’s skill, experience, education and training, the market compensation of the role, and the consideration to internal equity.

Equal-Opportunity Employment

We value diverse experiences and perspectives. Even if your skills don’t align 100% with the listed qualifications or salary range, we encourage you to apply – you may be a great fit for this role or others in our community.

Applicants may also be considered for alternative positions within the organization where their qualifications and experience align more closely with available opportunities.

Legal and Accommodation

Candidates must be legally authorized to work in Canada as the company does not provide work permit sponsorship for this role.

QuadReal Property Group will provide reasonable accommodation at any time throughout the hiring process for applicants with disabilities or for those needing job postings in an alternate format. If you require accommodation, please advise the Talent Acquisition team member you are working with and include the following: Job posting #, your name and your preferred method of contact.

Recruiter Policy

Note to Recruiters: QuadReal does not accept unsolicited resumes from any source other than directly from a candidate. Any unsolicited resumes sent to QuadReal, directly or indirectly, will be considered QuadReal property. QuadReal will not pay a fee for any placement resulting from the receipt of an unsolicited resume. A recruiting agency must first have a valid, written and fully executed agency agreement contract for engaged services to submit resumes.

Culture & Values

For 10 years, QuadReal has created spaces that enhance the lives of the people and communities we serve. Headquartered in Vancouver, Canada, we are a leading global real estate partner focused on driving meaningful impact while delivering prudent growth. With a global perspective and local expertise collected from offices across Canada, the US, Asia and the UK, our success stems from our incredible team and from our values— integrity, collaboration, performance, innovation and responsibility. Join our team today to deepen your skillset, grow your career, and make a difference. Together, we’re reimagining an industry and building a culture where ingenuity meets community building.

Location

This role can be based out of our Toronto or Vancouver office locations.

Hashtags

#LI-SK1 #LI-Hybrid