Senior ML Infra Engineer — Production Inference Architect

LE130 Unity Technologies SF; United States; Remoto; USD 210.000 - 273.000; Tempo pieno

Vantaggi offerti da questo lavoro

Health insurance

Stock options

Retirement plans

Commuting subsidy

Wellbeing programs

Descrizione del lavoro

Unity Technologies seeks a Senior ML Engineer to design and evolve Unity Vector's online model inference platform. You will build reliable infrastructure for serving ML models in production, optimize inference performance, and enable safe experimentation across high-traffic systems.

You will partner with ML engineers and platform teams to deploy, monitor, and iterate models, shaping packaging, serving, validation, and automated rollback across teams.

Competenze

• Strong experience building production ML inference systems.
• Experience with Kubernetes and cloud-native infrastructure.
• Proficiency in Python for production-grade ML platforms.

Mansioni

• Design and operate large-scale online inference infrastructure with low latency.
• Develop infrastructure for distributed training workflows.
• Integrate ML pipelines with workflow orchestration systems.

Conoscenze

Python

Distributed systems

Kubernetes

GKE

PyTorch

Ray

Strumenti

NVIDIA Triton

TorchServe

Ray Serve

TensorFlow Serving

Descrizione del lavoro

Unity Technologies seeks a Senior ML Engineer to design and evolve Unity Vector's online model inference platform. You will build reliable infrastructure for serving ML models in production, optimize inference performance, and enable safe experimentation across high-traffic systems.

You will partner with ML engineers and platform teams to deploy, monitor, and iterate models, shaping packaging, serving, validation, and automated rollback across teams.