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Data Architect

Koch IP Holdings, LLC.
Houston, Texas | Tulsa, Oklahoma | Wichita, Kansas
On-site

About this role

What You Will Do

  • Design, build, and evolve enterprise-endorsed data products using dimensional modeling or other patterns appropriate to business use cases.
  • Translate complex business problems into reusable data models, domain structures, semantic layers, and governed data assets that enable analytics, reporting, and AI outcomes.
  • Collaborate with other 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.
  • Facilitate alignment with stakeholders and product owners on shared business definitions, domain boundaries, metric intent, and data product expectations so endorsed data products reflect both business meaning and architectural standards.
  • 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.
  • Evaluate emerging tools, architecture patterns, and delivery practices that improve how data products are built, governed, reused, and scaled across the organization.

Who You Are (Basic Qualifications)

  • Experience in data modeling, including dimensional modeling or related patterns for analytics and reporting workloads.
  • Experience writing and optimizing SQL against cloud data warehouses.
  • Proven experience communicating data architecture and technology concepts in both execution detail and broad terms to a variety of technical and business audiences.
  • Demonstrated capability partnering with customers to understand business and operating models, then translating them into coherent data models and reusable data products.
  • 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.

What Will Put You Ahead

  • 3+ years of experience in data modeling, including dimensional modeling or related patterns for analytics and reporting workloads.
  • 5+ years of experience writing and optimizing SQL against cloud data warehouses.
  • Experience building data warehouse, data lake, and data engineering solutions in Snowflake.
  • Experience with Microsoft Fabric for data engineering, warehousing, or analytics workloads.
  • Experience with graph database technologies and relationship-oriented data modeling patterns.
  • Technical experience with serverless cloud technology tools and services (AWS: S3, Glue, Redshift, Lambda, etc.)
  • Exposure to data quality and observability practices
  • Understanding of Master Data Management (MDM) concepts and practices.
  • Experience with DevOps methodologies, processes, and tools such as CI/CD, GitHub, and Azure DevOps.
  • Experience designing data architecture that supports AI, including metadata management, curated semantic layers, documentation, and governed reusable data assets.
  • Bachelor's degree in computer science, Engineering, Mathematics, or a related field.

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 Benefits

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 Opportunities

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.

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