Staff Commercial Data Engineer

United States Digital Space LLC; United States; Remote; USD 106,000 - 141,000; Full time

Benefits offered by this job

Wellness programs

Hotel stay discounts

Free employee dining

Free parking

Healthcare & 401(k)

Development programs

Volunteer opportunities

Job summary

MGM Resorts is hiring a Staff Commercial Data Engineer to architect and elevate Marketing and Revenue Management data platforms across Gaming, Hospitality, Loyalty, and Marketing. You will define the Lakehouse architecture, ensure governance, and mentor teams to deliver scalable data products.

The role focuses on certified datasets, metric consistency, and end-to-end data pipelines, with leadership responsibilities across batch and streaming workloads.

Qualifications

• 7+ years in data engineering, data platform, or analytics engineering roles.
• 5+ years hands-on experience in Databricks or Spark environments.
• Expertise in Databricks and Lakehouse architecture.
• Strong coding in Python, PySpark, and SQL.
• Experience with Unity Catalog governance and permissions.
• Proven data quality frameworks and observability experience.
• Deep knowledge of Delta Lake internals and distributed data processing.
• Experience defining SLAs and anomaly detection for data platforms.

Responsibilities

• Define and own architectural direction for marketing and revenue data models and metrics.
• Design and maintain certified, curated datasets aligned to business logic.
• Architect and optimize high-scale Lakehouse solutions for performance and governance.
• Define partitioning, Z-ordering, file compaction, and workload orchestration standards.
• Build reusable ingestion, validation, and orchestration frameworks.
• Establish observability standards including freshness SLAs and schema drift monitoring.
• Lead incident response and remediation strategies.
• Mentor engineers and drive platform modernization initiatives.

Skills

Databricks

Lakehouse architecture

Python

PySpark

SQL

Delta Lake

Data modeling

Performance tuning

Terraform

Airflow

Databricks Workflows

Unity Catalog governance

Tools

Terraform

Airflow

Databricks Workflows

Job description

US, NevadaThe SHOW comes alive at the company

Have 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 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

THE IDEAL CANDIDATE:

• 7+ years of prior relevant experience in data engineering, data platform, or analytics engineering roles
• 5+ years of prior relevant hands‑on experience in Databricks or equivalent Spark environments
• Expertise in Databricks and Lakehouse architecture
• Strong coding proficiency in Python, PySpark, and SQL
• Experience with Unity Catalog governance and permissions
• Proven implementation of data quality frameworks and observability standards
• Deep knowledge of Delta Lake internals and distributed data processing
• Experience defining SLAs, anomaly detection, and automated monitoring frameworks
• Expertise in performance tuning, workload isolation, partitioning strategies, and compute optimization
• Strong understanding of modeling patterns for analytics and operational systems
• Experience building production‑grade pipelines, reusable libraries, modular code standards, version control, and automated testing
• Familiarity with Terraform, Airflow, and Databricks Workflows
• Domain experience in Gaming & Hospitality Operations, Loyalty & Customer Engagement, or Marketing & Commercial Analytics preferred
• Ability to translate complex technical architecture into clear, business‑aligned narratives

THE 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:

Pay Range:

The pay range for this role is:$106,000.00 - $141,400.00This range represents a good faith estimate of the salary range that MGM reasonably expects to pay for the position upon hire. The actual salary offer will take into account a wide range of factors, including location.

This position is eligible to participate in the Company’s incentive plan.Employees in this position are eligible to participate in medical, dental, vision, life insurance, 401(k) plans, and time off plans. Specific program offerings vary by eligibility factors such as geographic location, employment status, and union membership.