Master Data Management (MDM) Analyst

Koch; Tulsa (OK); On-site; USD 70,000 - 100,000; Full time

Job summary

Koch Engineered Solutions (KES) is seeking a Master Data Management (MDM) Analyst to help design and scale enterprise data capabilities, enabling trusted data across business domains. This in-office role supports data governance, modeling, and reusable data products within a cross-functional IT team.

The role emphasizes connecting data architecture decisions to business outcomes, ensuring data quality, and maturing the SSOT data governance framework across KES domains.

Qualifications

• Experience with or implementing an MDM platform (Reltio, Informatica, or TIBCO).
• Ability to translate business needs into platform configurations and data governance rules.
• Strong data modeling and data quality practices with cross-functional collaboration.

Responsibilities

• Define and promote data modeling standards, naming conventions, and documentation across the Data & Analytics team.
• Partner with data engineers and BI teams to ensure usable, scalable data products aligned to business priorities.
• Align on business definitions, domain boundaries, and data quality standards to support trusted golden records.
• Identify gaps in data coverage, quality, lineage, and structure; prioritize improvements iteratively as a product mindset.
• Design well-governed data layers to support model training and AI insights.

Skills

MDM platforms

Data governance

Data modeling

Stakeholder collaboration

Tools

Reltio

Informatica

TIBCO

Data transformation tools

Job description

Koch Engineered Solutions (KES) is currently looking for a Master Data Management (MDM) Analyst to join our global Information Technology (IT) capability.

As an MDM Analyst, you will help design and scale enterprise master data capabilities that improve how KES uses trusted data across business domains. This role collaborates with Data Architects, Data Leads, Data Analyst, and data owners to instill the appropriate guardrails and frameworks as we mature our single source of truth (SSOT) data governance across business domains.

This role will require the ability to balance technical rigor with business acumen—connecting data modeling decisions to business outcomes, product usability, governance, and long-term scalability. The most impactful work in this role happens at the intersection of data architecture craft, domain understanding, and practical delivery of reusable data products.

This is an opportunity for a proactive, contribution-motivated individual who wants to build durable data foundations, reusable patterns, and enterprise standards that create long-term value.

The MDM Analyst is an in-office role in Wichita, KS or Tulsa, OK. Visa sponsorship is not available.

Our Team

The IT capability is a vital component of the KES strategy to improve business performance through the application of technology and to profitably transform our business. Our team operates with a startup mentality—working as an integrated group with the Engineering, Operations, Commercial, and Finance teams to design, build, and scale innovative solutions that transform KES work processes.

What You Will Do

• Collaborate with Data Architects and Analytics Leaders to define, align, and promote data modeling standards, naming conventions, documentation practices, and reusable design patterns across the KES IT Data & Analytics team.
• Partner with Data Engineers, Analytics Engineers, BI Developers, Product Teams, and business stakeholders to ensure data products are usable, scalable, and aligned to business priorities.
• Partner with stakeholders and product owners to align on shared business definitions, domain boundaries, metric intent, and data quality standards that support trusted golden records.
• Mature the KES data foundation by identifying gaps in data coverage, quality, lineage, and structure, then prioritizing improvements through an iterative, product-minded approach.
• Support AI-ready data architecture by designing well-governed, well-documented data layers that enable model training, feature engineering, semantic understanding, and AI-assisted insights.

Who You Are (Basic Qualifications)

• Experience working with or implementing a MDM platform such as Reltio, Informatica, or TIBCO
• Experience creating security logic based on business rules
• Experience creating and supporting matches, merge, and survivorship validation
• Demonstrated experience partnering with customers to understand business and operating models, then translating them into platform configuration
• Experience partnering with finance, commercial, and cross-functional teams to resolve discrepancies and improve data accuracy
• Experience communicating data architecture and technology concepts to both technical and business audiences

What Will Put You Ahead

• Experience driving adoption, UAT, and validation
• Experience in data quality and observability practices
• Experience with data transformation tools for developing and managing data transformation pipelines.
• Demonstrated experience applying data modeling standards, documentation practices, and reusable design patterns in a team or enterprise environment.
• Experience with graph database technologies, relationship-oriented data modeling patterns, and data governance workflows.

At Koch companies, we are entrepreneurs. This means we openly challenge the status quo, find new ways to create value and get rewarded for our individual contributions. Any compensation range provided for a role is an estimate determined by available market data. The actual amount may be higher or lower than the range provided considering each candidate's knowledge, skills, abilities, and geographic location. If you have questions, please speak to your recruiter about the flexibility and detail of our compensation philosophy.

Hiring Philosophy

All Koch companies value diversity of thought, perspectives, aptitudes, experiences, and backgrounds. We are Military Ready and Second Chance employers. Learn more about our hiring philosophy here.

Who We Are

As a Koch company, Koch Engineered Solutions (KES) is a dynamic network of businesses that work together to create an ecosystem of domain expertise to increase operational efficiency, improve safety, reduce waste, and reduce emissions.

At Koch, employees are empowered to do what they do best to make life better. Learn how our business philosophy helps employees unleash their potential while creating value for themselves and the company.

Our goal is for each employee, and their families, to live fulfilling and healthy lives. We provide essential resources and support to build and maintain physical, financial, and emotional strength - focusing on overall wellbeing so you can focus on what matters most. Our benefits plan includes - medical, dental, vision, flexible spending and health savings accounts, life insurance, ADD, disability, retirement, paid vacation/time off, educational assistance, and may also include infertility assistance, paid parental leave and adoption assistance. Specific eligibility criteria is set by the applicable Summary Plan Description, policy or guideline and benefits may vary by geographic region. If you have questions on what benefits apply to you, please speak to your recruiter.

Additionally, everyone has individual work and personal needs. We seek to enable the best work environment that helps you and the business work together to produce superior results.

Equal Opportunity Employer, including disability and protected veteran status. Except where prohibited by state law, some offers of employment are conditioned upon successfully passing a drug test. This employer uses E-Verify. Please click here for additional information. (For Illinois E-Verify information click here , aquí , or tu ).