Data Engineer, Mobile Game Analytics

CREATIVITY IS OUR SUPERPOWER.It’s our heritage and it’s also our future. Because we don’t just make toys. We create innovative products and experiences that inspire fans, entertain audiences and develop children through play. Mattel is at its best when every member of our team feels respected, included, and heard—when everyone can show up as themselves and do their best work every day.

We value and share an infinite range of ideas and voices that evolve and broaden our perspectives with a reach that extends into all our brands, partners, and suppliers.

The Team:

Mattel Game Studios builds and publishes digital games inspired by Mattel’s iconic brands—creating high-quality experiences that connect players with the characters and worlds they love. Led by seasoned games industry leaders, we partner across disciplines and with best-in-class external studios to bring experiences to life for a global audience.

The Opportunity:

We’rehiring a Data Engineer II to own the analytics backbone for our growing mobile free-to-play portfolio.

You’lldesign andoperatethe pipelines, data models, and quality systems that turn raw telemetry into trustworthy, analyst-ready datasets — so studio teams can make sharper decisions about retention, monetization, and engagement across titles. This is a build-while-running role:you’llkeep existing pipelines healthy, migrate legacy infrastructure onto our partner-managed ETL platform, andstand upnew capabilities alongside it.

What Your Impact Will Be:

Run &Optimize– Live Data ETL Framework

• Configure andoperatethe partner-managed ETL framework for mobile game telemetry ingestion and transformation

• Maintain silver/gold transformation layers inBigQueryusing SQL and orchestration tooling, applyingschemasoptimizedfor analytical queries

• Optimize Big Query performance  and cost through partitioning, clustering, materialized views, and query tuning

• Design curated data marts as data products — with clear owners, documentation, and SLAs — that power
  
  Mixpaneldashboards and enable analysts to self-serve on retention, monetization, and engagement metrics

Migrate &Extend

• Migrate legacy Airflow pipelines to the partner platform for existing and licensed titles without disrupting live reporting

• Partner with game studios and Data Analysts on tracking plans — defining events, properties, validation rules, and data contracts that keep downstream consumers insulated from upstream change

• Build data quality and observability systems that reduce time-to-detect and time-to-recover for telemetry issues before they reach reporting

• Contribute to team engineering practices — code review, documentation standards, onboarding — and pragmatically apply AI and LLM tooling to accelerate SQL authoring, validation, and documentation

What We’re Looking For:

• 4+ years as a Data Engineer or Analytics Engineer shipping production data pipelines

• Expert SQL and strong Python, with hands-on experience inBigQueryand Airflow / Cloud Composer

• Demonstratedexpertiseinmedallion architecture,dimensionalmodelingand data warehouse optimization

• Mobile F2P analytics experience — fluency with event telemetry, player lifecycle metrics (retention, LTV, ARPDAU), and game economy KPIs

• Hands-on working knowledge of GCP-native tooling

• Track recordof building data quality and observability systems: validation, anomaly detection, SLAs, and operational hygiene

• Solid production engineering practices — version control, code review, CI/CD, and environment management for data pipelines

• Comfortoperatingwithin a partner-managed ETL framework and coordinating across studio, analytics, and infrastructure teams

• Strong collaboration and communication skills; high-ownership working style with comfort in ambiguous problem spaces

• Working knowledge of privacy and…