Demo

Data Architect

Churchill Downs Incorporated - Louisville, KY
Louisville, KY Full Time
POSTED ON 3/4/2025
AVAILABLE BEFORE 5/2/2025

Overview:

We are seeking a skilled Data Architect/Modeler to design and implement extensible data solutions that bridge the gap between business strategy and technical execution. This role plays a critical part in ensuring our data is accessible, scalable, and aligned with reporting and analytics needs.

You will balance strategic planning and hands-on work, driving solution design, data modeling, and requirements gathering while also working directly with data using SQL and other technologies. Your work will shape how business teams’ access and utilize data, influencing key decisions and long-term data infrastructure strategy.

Additionally, your contributions will be instrumental in evolving our reporting ecosystem, supporting the growth of our self-serve business analytics and providing the foundation for machine learning (ML), and structured data LLM projects. This is a high-impact role with significant influence over the future of our data landscape.

 

Our Team

We are an Agile Scrum team composed of 6 Data Engineers, 3 QA Analysts, 3 Front-End Developers, a System Administrator, a Product Owner, and a Scrum Master. Over the past few years, we’ve steadily expanded to support the rapid growth of our terrestrial (brick and mortar) gaming  business, which continues to scale through both organic expansion and acquisitions.

We recently transitioned our data engineering layer to Snowflake and dbt, establishing a scalable foundation for data processing and transformation. While we currently utilize an on-premise MicroStrategy environment with a robust semantic layer, we are actively exploring modern cloud-based BI solutions to expand and enhance our reporting capabilities.

This is an exciting time to join our team, as we continue to push the boundaries of cloud-based data solutions and drive meaningful innovation across the organization.

This role is perfect for someone who enjoys solving complex data challenges, balancing business and technical constraints, and driving strategic data initiatives forward.

 

Key Responsibilities:

  • Collaborate with stakeholders (BI developers, product owners, analysts, and leadership) to define data accessibility and usability requirements for reporting and analytics.
  • Effectively communicate with both technical and non-technical audiences—translating complex data concepts into simple, business-friendly terms. Create artifacts and processes in direct support of implementation and provide oversite to other developers implementing the design.
  • Design and implement data models, define relationships between entities and ensuring data normalization for extensibility in both the data and reporting layers.
  • Collaborate within the development team to ensure that the logical and conceptual data models you produce are implemented effectively in front front-end structures (e.g., semantic layers, cubes).
  • Evaluate and communicate trade-offs between different data architecture approaches to stakeholders and developers.
  • Develop and refine semantic models to support business reporting objectives.
  • Provide thought leadership on balancing scalability, efficiency, and speed to market.
  • Create prototypes and mockups to facilitate stakeholder feedback and ensure alignment between business goals and technical execution.
  • Map business processes to data structures, visualizing how data flows through the organization.
  • Ensure that data models are flexible and scalable to accommodate future business needs.

 

Qualifications:

  • Bachelor's or Master’s in Computer Science, Data Science, Information Systems, or a related field.

Experience:

  • 5 years designing conceptual, logical, and physical data models.
  • Strong knowledge of normalization, dimensional modeling, and data warehousing best practices.
  • Experience iteratively expanding large and complex data models
  • Experience with a modern cloud-based data platform (e.g., Snowflake, Redshift, BigQuery, or Azure Synapse).
  • Hands-on experience with ETL/ELT tools (e.g., dbt, Azure data factory, Informatica, Talend, Fivetran).
  • Experience with Semantic modeling in BI or AI platforms.
  • Familiarity with BI tools like MicroStrategy, Sigma, Tableau, Power BI, Looker, or ThoughtSpot.
  • Knowledge of data governance best practices

 

You Are a Great Fit If You:

  • Actively listen and strive to fully understand business needs before designing solutions.
  • Possess a bias toward action and actively seek ways to shorten delays between ideation and the delivery of reporting products that add value to our business.
  • Possess a strong business mindset when developing data models and architectures.
  • Enjoy proactively solving problems, identifying potential blockers before they arise.
  • Can manage multiple data projects concurrently, prioritizing effectively.
  • Thrive in collaborative environments, working cross-functionally to align technical and business needs.
  • Communicate technical concepts effectively, using simple language and real-world analogies to help non-technical stakeholders understand data relationships.
  • Identify inconsistencies in business requirements early and work with stakeholders to resolve ambiguities.

Build trust with customers by showing empathy, patience, and a commitment to their success.

 

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