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Senior Machine Learning Infrastructure Engineer

2 weeks ago
United States
Full-time
Senior
Infrastructure Engineer
DevOps and Infrastructure
Go Grafana Kubernetes OpenTelemetry Prometheus Python Terraform
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 123

Description

  • Design, build, and maintain infrastructure that serves machine learning models in real time across Unity's ads ecosystem.
  • Build and operate scalable model serving pipelines in a high-QPS production environment.
  • Own latency, throughput, and reliability for production ML serving systems.
  • Partner with ML engineers to productionize models, manage deployments, and improve iteration speed.
  • Improve the observability, performance, and cost-efficiency of ML serving infrastructure.
  • Contribute to architectural decisions around feature serving, model versioning, and inference optimization.

Requirements

  • Experience building and operating ML infrastructure or model serving systems in production.
  • Proficiency in Golang or Python.
  • Strong systems engineering fundamentals.
  • Hands-on experience with Kubernetes and container orchestration at scale.
  • Familiarity with ML serving frameworks such as Ray Serve, Triton, TorchServe, or similar.
  • Understanding of distributed systems, API design, and system reliability.
  • Strong collaboration and communication skills in a remote-first environment.
  • Experience with feature stores, feature pipelines, or online/offline feature serving (preferred).
  • Background in ad tech, real-time bidding, or programmatic advertising systems (preferred).
  • Familiarity with infrastructure-as-code tools such as Terraform, observability tooling like Prometheus, Grafana, or OpenTelemetry, and real-time data pipelines, caching layers, or low-latency serving systems (preferred).
  • Professional verbal and written English communication is required for frequent collaboration with global colleagues and partners.

Benefits

  • Gross pay salary range of $183,700 to $248,600 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.
  • Volunteering and donation matching program.
  • Office food snacks.

Interested in this position?

Apply directly on the company website

Apply Now

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