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Staff Commercial Data Engineer

MGM Resorts International

Staff Commercial Data Engineer

full-timePosted: Sep 2, 2026Updated: Sep 3, 2026Corporate Office - Offsite

Job Description

Las Vegas, NevadaThe SHOW comes alive at MGM Resorts InternationalHave you ever wondered what it would be like to work in a place full of excitement, diversity, and entertainment? Are you enthusiastic about being a team player in one of the most fascinating industries in the world? At MGM Resorts, we seek individuals like YOU to create unique and show-stopping experiences for our guests.THE JOB:We are seeking a Staff Commercial Data Engineer to architect and elevate the Marketing and Revenue Management data platforms that power commercial decision-making across Gaming, Hospitality, Loyalty, and Marketing. This is a senior technical role responsible for defining the architectural direction of our Lakehouse ecosystem, ensuring reliability and governance standards, and mentoring engineering teams to build world-class data products. As the architectural owner of domain-wide data models and certified datasets, you will drive metric consistency, platform scalability, and business-aligned data solutions in close partnership with Data Science, Analytics, IT, and commercial leadership.THE DAY-TO-DAY:Serve as the architectural owner for Marketing and Revenue Management data models, metric definitions, and semantic consistency across commercial domainsDesign and maintain certified, curated datasets aligned to business logic and executive reporting standardsArchitect and optimize high-scale Lakehouse solutions for performance, governance, cost, and lineageDefine conventions for partitioning, Z-ordering, file compaction, cluster sizing, and workload orchestrationBuild reusable ingestion, validation, and orchestration frameworksEstablish observability standards including freshness SLAs, anomaly detection, and schema drift monitoringImplement automated quality gates, impact analysis, and self-healing workflowsOwn performance tuning strategies across batch, streaming, and high-volume analytics workloadsLead high-severity incident response and drive long-term remediation strategiesMentor engineers and influence cross-functional platform modernization initiativesTHE IDEAL CANDIDATE:7+ years of prior relevant experience in data engineering, data platform, or analytics engineering roles5+ years of prior relevant hands-on experience in Databricks or equivalent Spark environmentsExpertise in Databricks and Lakehouse architectureStrong coding proficiency in Python, PySpark, and SQLExperience with Unity Catalog governance and permissionsProven implementation of data quality frameworks and observability standardsDeep knowledge of Delta Lake internals and distributed data processingExperience defining SLAs, anomaly detection, and automated monitoring frameworksExpertise in performance tuning, workload isolation, partitioning strategies, and compute optimizationStrong understanding of modeling patterns for analytics and operational systemsExperience building production-grade pipelines, reusable libraries, modular code standards, version control, and automated testingFamiliarity with Terraform, Airflow, and Databricks WorkflowsDomain experience in Gaming & Hospitality Operations, Loyalty & Customer Engagement, or Marketing & Commercial Analytics preferredAbility to translate complex technical architecture into clear, business-aligned narrativesTHE PERKS & BENEFITS:Prioritize your wellness, access programs crafted to nurture your mental and physical health. Enjoy unbeatable discounts on hotel stays, dining, retail, entertainment, and exclusive partner perks for travel, tech, and beyond! Savor delicious meals for free in our employee dining room. Park with ease—whether you're on or off shift, it's free! From healthcare to financial support and generous time-off options, we’ve got you covered. Elevate your career with development programs, connect through networking events, and make a difference with community volunteer opportunities.VIEW JOB DESCRIPTION:https://mgmresorts.marketpayjobs.com/ShowJob.aspx?EntityID=2&jobcode=12776Are you ready to JOIN THE SHOW? Apply today!

Locations

  • Corporate Office - Offsite

Responsibilities

  • Serve as the architectural owner for Marketing and Revenue Management data models, metric definitions, and semantic consistency across commercial domains
  • Design and maintain certified, curated datasets aligned to business logic and executive reporting standards
  • Architect and optimize high-scale Lakehouse solutions for performance, governance, cost, and lineage
  • Define conventions for partitioning, Z-ordering, file compaction, cluster sizing, and workload orchestration
  • Build reusable ingestion, validation, and orchestration frameworks
  • Establish observability standards including freshness SLAs, anomaly detection, and schema drift monitoring
  • Implement automated quality gates, impact analysis, and self-healing workflows
  • Own performance tuning strategies across batch, streaming, and high-volume analytics workloads
  • Lead high-severity incident response and drive long-term remediation strategies
  • Mentor engineers and influence cross-functional platform modernization initiatives
  • Serve as the architectural owner for Marketing and Revenue Management data models, metric definitions, and semantic consistency across commercial domains
  • Design and maintain certified, curated datasets aligned to business logic and executive reporting standards
  • Architect and optimize high-scale Lakehouse solutions for performance, governance, cost, and lineage
  • Define conventions for partitioning, Z-ordering, file compaction, cluster sizing, and workload orchestration
  • Build reusable ingestion, validation, and orchestration frameworks
  • Establish observability standards including freshness SLAs, anomaly detection, and schema drift monitoring
  • Implement automated quality gates, impact analysis, and self-healing workflows
  • Own performance tuning strategies across batch, streaming, and high-volume analytics workloads
  • Lead high-severity incident response and drive long-term remediation strategies
  • Mentor engineers and influence cross-functional platform modernization initiatives

Benefits

  • general: Prioritize your wellness, access programs crafted to nurture your mental and physical health.
  • general: Enjoy unbeatable discounts on hotel stays, dining, retail, entertainment, and exclusive partner perks for travel, tech, and beyond!
  • general: Savor delicious meals for free in our employee dining room.
  • general: Park with ease—whether you're on or off shift, it's free!
  • general: From healthcare to financial support and generous time-off options, we’ve got you covered.
  • general: Elevate your career with development programs, connect through networking events, and make a difference with community volunteer opportunities.
  • general: Prioritize your wellness, access programs crafted to nurture your mental and physical health.
  • general: Enjoy unbeatable discounts on hotel stays, dining, retail, entertainment, and exclusive partner perks for travel, tech, and beyond!
  • general: Savor delicious meals for free in our employee dining room.
  • general: Park with ease—whether you're on or off shift, it's free!
  • general: From healthcare to financial support and generous time-off options, we’ve got you covered.
  • general: Elevate your career with development programs, connect through networking events, and make a difference with community volunteer opportunities.

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