Unity

Unity is the top platform for real-time 3D content creation, empowering creators across industries to bring their ideas to life with interactive 2D and 3D content.

Internet Software & Services

Information Technology

5K-10K (6748)

Founded 2004

126 open positions

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Staff Software Engineer, Feature Platform

1 day, 5 hours ago

United States

Full-time

Lead

Software Engineer

Software Development

Apache Spark Flink Go Java Kubernetes Machine Learning Python SQL

Apply Now

Unity

Unity is the top platform for real-time 3D content creation, empowering creators across industries to bring their ideas to life with interactive 2D and 3D content.

Internet Software & Services

5K-10K

Founded 2004

View All Jobs 126

Description

Design, build, and operate scalable production-grade data pipeline systems and curated feature datasets for ads optimization and machine learning.
Own end-to-end offline data flows from raw event ingestion to feature-ready datasets, ensuring correctness, reproducibility, and SLA compliance.
Develop and maintain large-scale batch and streaming systems using Python, Java, and SQL, with emphasis on performance, cost efficiency, and reliability.
Build and contribute to the Feature Store platform, including integration with the online serving layer.
Translate complex product and monetization logic into extensible systems for analytics and machine learning use cases.
Improve observability, testing frameworks, and quality standards across the platform.
Lead architectural decisions and engineering best practices within the Feature Platform team.
Collaborate closely with ML, backend, and product teams on durable infrastructure for offline training and online feature serving.

Requirements

Strong software engineering fundamentals with deep experience designing and operating large-scale distributed systems in production.
Hands-on experience building production-grade ETL/ELT pipelines using Python, Java, SQL, or similar technologies.
Experience with distributed processing frameworks such as Spark or Flink in batch and streaming modes, including performance tuning and parallel computation.
Understanding of how offline data systems integrate with online serving layers, including feature stores, low-latency APIs, and real-time systems.
Experience with cloud-native environments, containerized systems, Kubernetes, and workflow orchestration tools.
Strong ownership mindset focused on correctness, observability, and long-term maintainability.
Experience with Go is a plus, especially for collaboration on high-throughput feature serving services.
Experience with ML infrastructure, feature stores, or model training pipelines is preferred.
Background in ads, attribution, or monetization systems is preferred.
Familiarity with experimentation and metrics infrastructure is preferred.

Benefits

Gross base salary range of $192,600 to $288,800 USD.
Comprehensive health, life, and disability insurance.
Commute subsidy.
Employee stock ownership.
Competitive retirement/pension plans.
Generous vacation and personal days.
Support for new parents through leave and family-care programs.
Mental health and wellbeing programs and support.
Training and development programs.

Interested in this position?

Apply directly on the company website

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