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Staff Software Engineer, Feature Platform

1 week, 2 days ago
United States
Full-time
Lead
Software Engineer
Software Development
Apache Spark Flink Go Java Kubernetes Machine Learning Microservices Python SQL
Apply Now
Unity

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 117

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 through feature-ready datasets, with responsibility for correctness, reproducibility, and SLA compliance.
  • Develop and maintain large-scale batch and streaming systems using Python, Java, and SQL, with attention to performance, cost efficiency, and reliability.
  • Build and contribute to the Feature Store platform and its integration with the online feature-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 establish engineering best practices within the Feature Platform team.
  • Collaborate closely with ML, backend, and product teams to support offline training workflows and online serving needs.
  • Own the full software lifecycle of pipeline systems, including architecture, implementation, reliability, observability, and performance at scale.

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.
  • Exposure to high-scale backend or platform engineering is preferred.
  • Sufficient knowledge of English to communicate professionally in verbal and written exchanges with global colleagues and partners.
  • Relocation support is not available for this position.

Benefits

  • Gross pay salary of $192,600 to $288,800 USD, depending on location and experience.
  • Comprehensive health, life, and disability insurance.
  • Commute subsidy.
  • Employee stock ownership.
  • Competitive retirement or 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.
  • Volunteering and donation matching program.

Interested in this position?

Apply directly on the company website

Apply Now

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