ML Infrastructure Engineer

3 months ago

H1B sponsor

Responsibilities

Own the architecture, implementation, reliability, and evolution of the company’s machine learning infrastructure.
Build backend services and platforms for managing data, artifacts, jobs, logs, metadata, and compute resources across cloud and on-premise environments.
Design scalable systems for workload orchestration, storage, observability, security, and infrastructure automation.
Build intuitive internal tools and abstractions that make complex infrastructure easy for engineers to use.
Lead technical and commercial discussions with cloud and ML compute providers concerning capacity, performance, reliability, and cost.

Significant experience designing, building, and operating production backend, distributed, or compute infrastructure.
Demonstrated ability to independently own complex infrastructure projects from architecture through deployment and ongoing operation.
Strong programming ability in Python, Go, Rust, C++, or a similar backend or systems language.
Experience operating GPU compute infrastructure and orchestrating distributed workloads using Kubernetes, Ray, ZenML, or similar systems.
Experience designing and operating storage systems, observability platforms, infrastructure-as-code, and secure access controls.
Experience managing large-scale GPU fleets or hybrid cloud and on-premise compute environments.
Experience building internal developer platforms, CLIs, SDKs, or other self-service infrastructure tools.
Strong technical judgment, leadership, and communication skills, including the ability to drive decisions across teams and external partners.
Familiarity with GPU architecture, accelerator-aware software design, and profiling compute-intensive workloads is preferred.
Exposure to infrastructure supporting large-scale robot learning workloads, including policy training, simulation, and multimodal data pipelines is preferred.
Familiarity with SOC 2 controls, security practices, and audit readiness is preferred.

11-50 employees

Maven Robotics is building the world’s leading general-purpose AI robots.