Unity Software

3 weeks ago

Staff Software Engineer (Data & ML)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 21 hours agoStatus: Live

Job Summary

Build and operate production-grade data pipeline systems and curated feature datasets for Unity’s global ads ecosystem. Own end-to-end offline data flows from raw event ingestion to feature-ready outputs, ensuring correctness, reproducibility, and SLA compliance. Develop batch and streaming ETL/ELT pipelines using Python, Java, and SQL, and contribute to a Feature Store platform integrated with low-latency online feature serving services. Improve observability, testing, and reliability at scale.

Location: Mountain View, Bellevue, San Francisco

Workplace: Onsite

Employment Type: Full time

Job Function: Software Engineering

Seniority: Mid level

Key Responsibilities

•Design, build, and operate scalable, production-grade data pipeline systems and curated feature datasets for ads optimization and ML.
•Own end-to-end offline data flows from raw event ingestion to feature-ready datasets, emphasizing correctness, reproducibility, and SLA compliance.
•Develop and maintain large-scale batch and streaming systems in Python/Java/SQL with focus on performance, cost-efficiency, and reliability.
•Build and contribute to the Feature Store platform, integrating with high-throughput online feature serving services.
•Improve observability, testing frameworks, and quality standards, and lead architectural decisions for the Feature Platform team.

Pay and Benefits

Salary: USD 278,100 - 417,100 annually

Equity and Bonus:Equity

Perks:Health InsuranceEquityPensionPaid LeaveParental LeaveMeal AllowanceLearning Budget

Key Requirements

•Strong software engineering fundamentals with experience designing and operating large-scale distributed systems in production.
•Hands-on experience building production-grade ETL/ELT pipelines using Python, Java, and SQL (or similar).
•Experience with distributed processing frameworks such as Spark or Flink for batch and streaming, including performance tuning.
•Understanding of offline-to-online data integration, including feature stores and low-latency APIs for real-time systems.
•Experience with cloud-native environments, containerized systems, Kubernetes, and workflow orchestration tools.

Experience:Distributed systemsETL/ELTFeature storesStreaming dataAd tech

Skills:OwnershipCorrectnessScalabilityObservabilityLong-term maintainability

Languages:English

Tech Stack:PythonJavaSQLSparkFlinkGoKubernetesContainersWorkflow orchestrationFeature storeETLELT

Company Brief

Unity Software

Develops the Unity real-time 3D development platform used to create, operate, and monetize interactive experiences and games across mobile, console, PC, and AR/VR platforms. Serves developers, studios, and enterprises worldwide.

Industry: Developer Tools

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Public Company

Valuation: Public Company (Market Cap in USD)

Funding: IPO / Publicly Listed

Headquarters: San Francisco, United States

Founded: 2004

Glassdoor: 3.8

Website LinkedIn

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Unity Software

3 weeks ago

Staff Software Engineer (Data & ML)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 21 hours agoStatus: Live

Job Summary

Location: Mountain View, Bellevue, San Francisco

Workplace: Onsite

Employment Type: Full time

Job Function: Software Engineering

Seniority: Mid level

Key Responsibilities

•Design, build, and operate scalable, production-grade data pipeline systems and curated feature datasets for ads optimization and ML.
•Own end-to-end offline data flows from raw event ingestion to feature-ready datasets, emphasizing correctness, reproducibility, and SLA compliance.
•Develop and maintain large-scale batch and streaming systems in Python/Java/SQL with focus on performance, cost-efficiency, and reliability.
•Build and contribute to the Feature Store platform, integrating with high-throughput online feature serving services.
•Improve observability, testing frameworks, and quality standards, and lead architectural decisions for the Feature Platform team.

Pay and Benefits

Salary: USD 278,100 - 417,100 annually

Equity and Bonus:Equity

Perks:Health InsuranceEquityPensionPaid LeaveParental LeaveMeal AllowanceLearning Budget

Key Requirements

•Strong software engineering fundamentals with experience designing and operating large-scale distributed systems in production.
•Hands-on experience building production-grade ETL/ELT pipelines using Python, Java, and SQL (or similar).
•Experience with distributed processing frameworks such as Spark or Flink for batch and streaming, including performance tuning.
•Understanding of offline-to-online data integration, including feature stores and low-latency APIs for real-time systems.
•Experience with cloud-native environments, containerized systems, Kubernetes, and workflow orchestration tools.

Experience:Distributed systemsETL/ELTFeature storesStreaming dataAd tech

Skills:OwnershipCorrectnessScalabilityObservabilityLong-term maintainability

Languages:English

Tech Stack:PythonJavaSQLSparkFlinkGoKubernetesContainersWorkflow orchestrationFeature storeETLELT

Company Brief

Unity Software

Industry: Developer Tools

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Public Company

Valuation: Public Company (Market Cap in USD)

Funding: IPO / Publicly Listed

Headquarters: San Francisco, United States

Founded: 2004

Glassdoor: 3.8

Website LinkedIn