Public Storage
Senior ML Data Engineer
Frisco, TX, United States · Senior
No sponsorshipDetected 1 day ago
JavaScriptPythonSQLBigQueryAWSGCPCI/CDPlatform EngineeringMachine LearningAirflowdbtData AnalysisData EngineeringData ScienceLLMsRAGAgentic AIAI OrchestrationA/B TestingForecastingLeadershipCollaborationProblem Solving
> stay_score
odds of building a lasting career here
37Risky
Cap-exempt (no lottery)0
Sponsors this role80
Entry-level history0
PERM / green-card track0
Lottery odds40
Fits your clock70
Thin sponsorship signal and lottery-bound. A low-probability bet with your clock running. Prioritize cap-exempt roles and proven entry-level sponsors first.
Lottery odds assume a STEM candidate.
Personalize to your clock →> community_outcomes
No reports yet — be the first to help the next applicant.
About the role
- With thousands of locations across the U.S. and Europe, and more than 170 million net rentable square feet of real estate, we're also one of the largest landlords.
Responsibilities
- Architect, build, and maintain batch and streaming data pipelines using BigQuery, dbt, Airflow/Cloud Composer, and Pub/Sub
- Design and implement layered data models, semantic layers, and modular pipelines that scale as business needs evolve
- Optimize BigQuery for performance and cost efficiency, including partitioning, clustering, and workload-aware modeling
- Leverage BQML and related data science capabilities for use cases such as anomaly detection, classification, and operational decision support
- Deliver reliable, scalable, and high-performing pipelines that enable downstream ML, analytics, and operational applications
- Deploy and manage training and inference workflows on GCP using Cloud Run, GKE, and Vertex AI
- Implement CI/CD, model versioning, rollback strategies, and operational guardrails for ML systems
- Evaluate emerging GCP and third-party products; build shared libraries, templates, and internal tooling that accelerate delivery across teams
- Support real-time, event-driven inference and streaming feature delivery for mission-critical decisions, including recommendation systems, dynamic experimentation, and agentic AI use cases
- Implement model monitoring, drift detection, alerting, and performance tracking frameworks
Requirements
- Eager to learn, experiment, and deepen expertise over time
- MS in Computer Science with 4+ years of experience, or BS in Computer Science with 6+ years of experience
- 1+ year of experience with real-time or event-driven systems such as Pub/Sub, Dataflow, or comparable streaming frameworks
- 2+ years of experience owning technical decisions or helping lead engineering direction
- 1+ year of hands-on experience with graph databases, including graph data modeling, relationship-centric querying, or graph-based problem solving
- Experience with GCP and/or AWS
- Experience with ML platform tooling or monitoring such as MLflow, Evidently, or Vertex AI
- Knowledge of semantic search, vector embeddings, LLM orchestration, or RAG workflows
- Experience with graph database technologies such as Neo4j, Neptune, or similar platforms
- Familiarity with use cases involving knowledge graphs, entity relationships, recommendation systems, fraud patterns, or connected data analysis
Nice to have
- Since opening our first self-storage facility in 1972, Public Storage has grown to become the largest owner and operator of self-storage facilities in the world.
- We've been recognized as A Great Place to Work by the Great Place to Work Institute.
- And, our employees have also voted us as having Best Career Growth, ranked us in the Top 5% for Work Culture, and in the Top 10% for Diversity and Inclusion.
- We're a member of the S&P 500 and FT Global 500.
- Preferred Experience
Benefits
- Contribute to an engineering culture grounded in ownership, curiosity, thoughtful debate, and continuous learning
Company info
- Public Storage is the nation's leading self-storage provider, recognized for its iconic orange doors and commitment to delivering simple, reliable solutions to millions of customers across the country.
- We are expanding our creative team to enhance our consistent and engaging visual brand presence.
Visa & Work Authorization
- Sponsorship for Work Authorization is not available for this posting
Apply directly at Public Storage →Create a free account for alerts like thisView Public Storage immigration profile
This listing is sourced directly from Public Storage's careers page and normalized into a canonical job model.