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Credit Analyst
BMO
Toronto, ON · FCP
- Full-time
Provides specialized consulting, analytical and technical support.
Added 1 min ago
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Java Developer Lead Analyst - Vice President
Citi
Mississauga, ON
- Full-time
The Java Developer Lead Analyst is a senior level position responsible for establishing and implementing new or revised application systems and programs in coordination with the Technology…
Added 15 mins ago
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Software Analyst Intern (Winter 2027, 8 months)
Hitachi
Toronto, ON · (RSBU) Toronto
- Full-time
We are looking for a Software Analyst Intern to join us for an 8-month internship at our Toronto office. You will perform Data Science(Data Mining/AI) work, design, analysis, programming…
Added 15 mins ago
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Analyste en opérabilité / Operability Analyst
RTX
Longueuil, QC
- Full-time
Added 15 mins ago
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Dynacare
Brampton, ON
- Contract
Job Posting: System Validation Analyst (12 Month Contract)
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Toronto, ON
Creation and maintenance of technical specifications in proprietary software for study questionnaires
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Analyst, Cost Planning
Newmark
Toronto, ON
- Full-time
Newmark is currently seeking a Cost Analyst for our Project & Cost Management business unit, based out of our downtown Toronto office. The Analyst will provide technical support for a…
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Senior Technical Business Analyst -- AMADC6063273
Compunnel Inc.
Toronto, ON
- $70 to $75 CAD / hour
- Contract
Closely work with the GFT teams to explain and clarify the technical specifications and rationale in order to help create solutions that would meet business needs.
Added 31 mins ago
Java Full Stack Developer
Capgemini
Mississauga, ON
Exemplary collaboration skills working with product owners, business-analyst, software architects, software engineers and quality engineers.
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System Analyst II
Paladin Technologies
Ottawa, ON
- Full-time
…clients' physical security and audio video needs. The Systems Analyst will be responsible for delivering and maintaining the IT infrastructure that supports these…
Added 31 mins ago
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Data Analyst
Farm Mutual Re
Cambridge, ON
- Full-time
We have an excellent opportunity to join Farm Mutual Re, one of Waterloo Region's top employers, as a Data Analyst with the Ontario Mutuals Automobile Plan (OMAP). OMAP provides product,…
Added 31 mins ago
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Travel FI Data Audience Analyst
Air Canada
Toronto, ON · Dorval, QC
- Full-time
The Travel & FI Data Audience Analyst supports the design, execution, automation, and optimization of customer marketing audiences across Air Canada and Aeroplan channels. The role develops…
Added 46 mins ago
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Project Controls Analyst
WSP
Vancouver, BC
- Full-time
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Added 1 hour ago
Business Systems Analyst (Computer Services Officer 3)
The Government of Nova Scotia
Halifax, NS
Reporting to the Manager of Digital Collaboration, the Business Systems Analyst/Coordinator coordinates the cross-platform capabilities and activities within Modern Collaboration…
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Platform Support Analyst III - File Transfer Services
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Toronto, ON
- Full-time
…solutions. As an experienced member of the team responsible for MFT technical operations, you will oversee Moneris MFT platforms responsible for all inbound and outbound file transfers.…
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AVP Applications Development Sr Programmer Analyst
Citi
Mississauga, ON
- Full-time
…of your responsibilities will also be to proactively address technical hygiene, security, and vulnerability remediation to ensure the platform's integrity and…
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Technical Product Owner II-SC
Staples Inc.
Richmond Hill, ON
- Full-time
6-8 years working as a business analyst or technical role within the retail industry
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Business System Analyst
Iris Software Inc.
Toronto, ON
- Contract
Iris’s leading financial client is looking for Business System Analyst to join their team at Toronto, ON(Hybrid) location.
Added 1 hour ago
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FinOps Specialist – Azure Data Cost Analytics (1884) $70-72/hr
Direct IT Recruiting Inc.
Toronto, ON
- $70 to $72 CAD / hour
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Translate complex vendor billing and consumption data into clear insights for technical, financial, and senior management stakeholders.
Added 1 hour ago
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Application Support Analyst
Codan (Canada) Inc
Toronto, ON
- Contract
Application Support Analyst (12-Month Contract)
Added 1 hour ago
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Real Time Systems Analyst I
ATCO
Vegreville, AB
- Full-time
The Real Time Systems Analyst I contributes to the team that is responsible for providing customer focused support to the System Operations Center by monitoring and maintaining the process…
Added 1 hour ago
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BI Engineer
Four Seasons Hotels and Resorts
Toronto, ON · Four Seasons Corporate Headquarters Toronto
- Full-time
The BI Engineer is a technical engineering contributor within the Data & Analytics organization, responsible for designing, building, and operating scalable, maintainable, and governed…
Added 1 hour ago
Analyst I, QC Laboratory Services
Emergent Biosolutions
Winnipeg, MB
The Analyst I, QC Laboratory Services performs GMP compliant testing as required to support Raw Material testing, In-process, Finished Product release & Stability or nonclinical/ clinical…
Added 2 hours ago
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Business Analyst III
Moneris
Toronto, ON
- Full-time
The Business Analyst III collaborates with business teams to identify and document gaps, impacts and opportunities to current and future state processes. Gathers and documents detailed…
Added 2 hours ago
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Programmer Analyst, System and infrastructure operations, maintenance and development
Desjardins
Levis, QC
- Full-time
As a systems and infrastructure development, operations and maintenance programmer analyst, you participate in IT efficiency and quality by analyzing, designing, configuring, developing,…

Global Data Quality Analyst

Canada

Full-time

Apply About employer

Applications open in a new tab.

Job details

Job type: Full-time
Experience: 2-4 years of experience in data quality, information technology, sales operations, incentive compensation administration, or a related business process role.
Posting language: English
Posted: Oct 27, 2026

Original job description

3M has a long-standing reputation as a company committed to innovation. We provide the freedom to explore and encourage curiosity and creativity. We gain new insight from diverse thinking, and take risks on new ideas. Here, you can apply your talent in bold ways that matter.

Job Description

The Impact You’ll Make in this Role

As a Global Sales Compensation Data Quality Analyst for Human Resources, you will have the opportunity to tap into your curiosity and collaborate with some of the most innovative and diverse people around the world.

Here, you will make an impact by:

Optimizing end-to-end data validation processes for sales compensation planning cycles and driving standard processes to ensure the highest quality of data flowing through Varicent, our Sales Performance Management platform.
Reviewing and reconciling incentive compensation data throughout the payout lifecycle, identifying discrepancies between plan configurations, attainment data, and calculated earnings.
Defining and enforcing business rules governing how data flows between source systems, staging environments, and the Varicent platform to maintain consistency at every handoff.
Collaborating with sales operations and finance teams to translate business requirements into clear data quality acceptance criteria for planning models and incentive structures.
Investigating and resolving data discrepancies by tracing issues through the full data lifecycle, from source extraction through transformation to final reporting outputs.
Supporting change management efforts during plan redesigns, organizational restructures, and system enhancements by validating data accuracy throughout the transition.
Driving continuous improvement of data quality processes by identifying patterns in recurring issues and recommending workflow or process enhancements.

Your Skills and Expertise

To set you up for success in this role from day one, 3M is looking for candidates who meet following minimum requirements:

Bachelor's degree in Business Administration, Information Systems, Finance, Data Analytics, or a related field.
2-4 years of experience in data quality, information technology, sales operations, incentive compensation administration, or a related business process role.
Working experience with Varicent or similar sales performance management platforms, with a focus on plan configuration, data validation, and reporting workflows.
Strong understanding of sales planning processes including territory design, quota setting, crediting rules, and incentive plan structures.
Familiarity with data integration concepts and the ability to trace data through extraction, transformation, and loading stages.
Proficiency in querying and analyzing data using excel or other similar tools to support validation and reconciliation activities.

Additional preferred qualifications that could help you succeed even further in this role include:

Excellent attention to detail with a structured, process-driven approach to problem-solving.
Strong communication and stakeholder management skills, with the ability to bridge business and technical teams effectively.
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Job specifics:

This role follows an on-site working model, requiring the employee to work at least four days per week from a designated 3M office location in Maplewood, Minnesota; London, Ontario; Wroclaw, Poland; or Bangalore, India.
Position is Global in scope
Travel expectations as needed
Relocation Assistance: Is Not Authorized

=== PLEASE APPLY UPLOADING THE ENGLISH VERSION OF YOUR RESUME ===

Target Job Grade: [11] Please note that the Job Grade provided indicates the target 3M Global Job Grade range and may vary depending on the skills and competencies of the candidate and local compensation guidelines.

Application Process:

Please inform your current supervisor of your application. Typically, employees will need to have completed two years in their current role before being able to apply for an internal vacancy. More information in the Global Recruitment Standard. If you have any questions regarding the content of the position, please contact the Hiring Manager. If you have any questions regarding the recruiting process, please contact the Recruiter.

Learn more about 3M’s creative solutions to the world’s problems at www.3M.com or on Twitter @3M.

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More about this job

Responsibilities

The Global Data Quality Analyst will optimize end-to-end data validation processes for sales compensation planning and ensure data consistency within the Varicent platform. They will also collaborate with finance and sales operations teams to resolve data discrepancies and support organizational transitions.

Requirements

Candidates must hold a bachelor's degree in a relevant field and possess 2-4 years of experience in data quality, sales operations, or incentive compensation. Proficiency with Varicent or similar sales performance management platforms and strong data analysis skills are required.

Skills

Data quality
Sales compensation
Varicent
Data validation
Incentive compensation
Sales operations
Data integration
Business rules
Reporting
Data reconciliation
Stakeholder management
Excel
Process improvement
Change management
Data analysis

Visa sponsorship

Not detected in the job text

Keywords

Data Quality
Sales Compensation
Varicent
Human Resources
Sales Performance Management
Data Validation
Incentive Compensation
Business Rules
Data Integration
Sales Operations
Finance
Reporting
Data Lifecycle
Change Management
Process Improvement
Excel
Data Analytics
Information Systems
Territory Design
Quota Setting

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