Global Data Quality Analyst

Location: US, Minnesota, Maplewood

Global Sales Compensation Data Quality Analyst

Collaborate with Innovative 3Mers Around the World

Choosing where to start and grow your career has a major impact on your professional and personal life, so it’s equally important you know that the company that you choose to work at, and its leaders, will support and guide you. With a wide variety of people, global locations, technologies and products, 3M is a place where you can collaborate with other curious, creative 3Mers.

This position provides an opportunity to transition from other private, public, government or military experience to a 3M career.

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 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, or Data Analytics completed and verified prior to start from an accredited institution.
• At least two (2) years of experience in data quality, information technology, sales operations, incentive compensation administration, or a related business process role.
• Additional preferred qualifications that could help you succeed even further in this role include:
• 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.
• 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.

Work location

• This role follows an on-site working model, requiring the employee to work at least four days a week in Maplewood, Minnesota or London, Ontario Canada
• Travel: May include up to 5% domestic/international
• Relocation: may be authorized
• Must be legally authorized to work in country of employment without sponsorship for employment visa status (e.g., H1B status).

Supporting Your Well-being

3M offers many programs to help you live your best life – both physically and financially. To ensure competitive pay and benefits, 3M regularly benchmarks with other companies that are comparable in size and scope.

Chat with Max

For assistance with searching through our current job openings or for more information about all things 3M, visit Max, our virtual recruiting assistant on 3M.com/careers.

Applicable to US Applicants Only:The expected compensation range for this position is $124,127 - $151,710, which includes base pay plus variable incentive pay, if eligible. This range represents a good faith estimate for this position. The specific compensation offered to a candidate may vary based on factors including, but not limited to, the candidate’s relevant knowledge, training, skills, work location, and/or experience.

In addition, this position may be eligible for a range of benefits (e.g., Medical, Dental & Vision, Health Savings Accounts, Health Care & Dependent Care Flexible Spending Accounts, Disability Benefits, Life Insurance, Voluntary Benefits, Paid Absences and Retirement Benefits, etc.). Additional information is available at: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/.

Good Faith Posting Date Range 10/22/2026 To 11/21/2026 Or until filled

All US-based 3M full time employees will need to sign an employee agreement as a condition of employment with 3M. This agreement lays out key terms on using 3M Confidential Information and Trade Secrets. It also has provisions discussing conflicts of interest and how inventions are assigned. Employees that are Job Grade 7 or equivalent and above may also have obligations to not compete against 3M or solicit its employees or customers, both during their employment, and for a period after they leave 3M.

Learn more about 3M’s creative solutions to the world’s problems at www.3M.com or on Instagram, Facebook, and LinkedIn @3M.

Responsibilities of this position include that corporate policies, procedures and security standards are complied with while performing assigned duties.

Safety is a core value at 3M. All employees are expected to contribute to a strong Environmental Health and Safety (EHS) culture by following safety policies, identifying hazards, and engaging in continuous improvement.

Pay & Benefits Overview: https://www.3m.com/3M/en_US/careers-us/working-at-3m/benefits/

3M does not discriminate in hiring or employment on the basis of race, color, sex, national origin, religion, age, disability, veteran status, or any other characteristic protected by applicable law.

Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.

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Additional Locations: CA, Ontario, London