Job description

The Opportunity: We’re hiring a Data Engineer II to own the analytics backbone for our growing mobile free-to-play portfolio. You’ll design and operate the 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’ll keep existing pipelines healthy, migrate legacy infrastructure onto our partner-managed ETL platform, and stand up new capabilities alongside it. What Your Impact Will Be: Run & Optimize – Live Data ETL Framework • Configure and operate the partner-managed ETL framework for mobile game telemetry ingestion and transformation • Maintain silver/gold transformation layers in BigQuery using SQL and orchestration tooling, applying schemas optimized for analytical queries • Optimize BigQuery 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 Mixpanel dashboards 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 in BigQuery and Airflow / Cloud Composer • Demonstrated expertise in medallion architecture, dimensional modeling and 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 record of 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 • Comfort operating within 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 compliance fundamentals • Bachelor’s degree in Computer Science, Engineering, Information Systems, or a related field Nice to Have: • Experience with dbt (data build tool) for transformation orchestration • Familiarity with mobile attribution SDKs (Adjust, AppsFlyer, Kochava) and attribution modeling • Familiarity with mobile game revenue data — in-app purchases and ad monetization • Experience with data observability platforms • Fluency with Mixpanel as a downstream consumer of the data you build; exposure to Tableau or Looker *The pay range is indicative of projected hiring range, however base pay will be determined based on a candidate’s work location, skills and experience. Mattel offers competitive total pay programs, comprehensive benefits, and resources to help empower a culture where every employee can reach their full potential. Don’t meet every single requirement? At Mattel, we are dedicated to an inclusive workplace and a culture of belonging. If you’re excited about this role but your past experience doesn’t align perfectly with every qualification in the job description, we still encourage you to apply. You may be just the right candidate for this or other roles. Join Mattel's Talent Community and start receiving exciting updates about our company, our employees, and our culture. Also, interested in signing up for job alerts? Do so here! How We Work: We are a purpose driven company aiming to empower generations to explore the wonder of childhood and reach their full potential. We live up to our purpose employing the following behaviors: • We collaborate: Being a part of Mattel means being part of one team with shared values and common goals. Every person counts and working closely together always brings better results. Partnership is our process and our collective capabilities is our superpower. • We innovate: At Mattel we always aim to find new and better ways to create innovative products and experiences. No matter where you work in the organization, you can always make a difference and have real impact. We welcome new ideas and value new initiatives that challenge conventional thinking. • We execute: We are a performance-driven company. We strive for excellence and are focused on pursuing best-in-class outcomes. We believe in accountability and ownership and know that our people are at their best when they are empowered to create and deliver results. Who We Are: Mattel is a leading global toy and family entertainment company and owner of one of the most iconic brand portfolios in the world. We engage consumers and fans through our franchise brands, including Barbie, Hot Wheels, Fisher-Price, American Girl, Thomas & Friends, UNO, Masters of the Universe, Matchbox, Monster High, MEGA and Polly Pocket, as well as other popular properties that we own or license in partnership with global entertainment companies. Our offerings include toys, content, consumer products, digital and live experiences. Our products are sold in collaboration with the world’s leading retail and ecommerce companies. Since its founding in 1945, Mattel is proud to be a trusted partner in empowering generations to explore the wonder of childhood and reach their full potential. Mattel’s award-winning workplace culture has been recognized by Forbes, Fast Company, Newsweek, Great Place to Work, TIME, and more. Visit us at jobs.mattel.com and www.instagram.com/MattelCareers . Mattel is an Equal Opportunity Employer where we want you to bring your authentic self to work every day. We welcome all job seekers, and all applicants will receive consideration for employment without regard to race, ethnicity, color, national origin, religion, sex, gender, gender identity or expression, sexual orientation, veteran and protected veteran status, disability status, and or any other basis protected by applicable federal, state or local law. Pursuant to the Los Angeles Fair Chance Ordinance and the California Fair Chance Act, qualified applicants with arrest or conviction records will be considered for employment. Videos to watch: The Culture at Mattel Corporate Philanthropy

Requirements

Must-haves

Run & Optimize – Live Data ETL Framework
Configure and operate the partner-managed ETL framework for mobile game telemetry ingestion and transformation
Maintain silver/gold transformation layers in BigQuery using SQL and orchestration tooling, applying schemas optimized for analytical queries
Optimize BigQuery 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 Mixpanel dashboards 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
4+ years as a Data Engineer or Analytics Engineer shipping production data pipelines
Expert SQL and strong Python, with hands-on experience in BigQuery and Airflow / Cloud Composer
Demonstrated expertise in medallion architecture, dimensional modeling and 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 record of 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
Comfort operating within 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

Nice-to-haves

Experience with dbt (data build tool) for transformation orchestration
Familiarity with mobile attribution SDKs (Adjust, AppsFlyer, Kochava) and attribution modeling
Familiarity with mobile game revenue data — in-app purchases and ad monetization
Experience with data observability platforms
Fluency with Mixpanel as a downstream consumer of the data you build; exposure to Tableau or Looker

Application prep

Use the role’s language and application details while tailoring your materials.

Keywords to mirror

sqlaillmpythongcpci/cd

Platform: smartrecruiters
Effort: medium