Remote Model Serving Engineer for High-Scale ML

Bright Vision Technologies; Canton Charter Township (MI); On-site; USD 74,000 - 98,000; Full time

Job summary

Bright Vision Technologies is seeking a Model Serving Engineer to design, build, and operate scalable inference platforms for large ML models in production. You will focus on the systems engineering side of AI deployment, including request routing, batching, caching, autoscaling, GPU utilization, and observability across diverse workloads.

The ideal candidate has 7+ years in distributed systems or ML platforms, strong Python and a systems language (Go/Rust/C++), and experience with vLLM or

Qualifications

• Bachelor’s or Master’s degree in Computer Science or a related field.
• Six or more years of experience in distributed systems, infrastructure, or ML platform engineering.
• Strong proficiency in Python and a systems language such as Go, Rust, or C++.
• Deep experience operating high-throughput, low-latency services in production.
• Hands-on experience with LLM or large model inference frameworks such as vLLM or TensorRT-LLM.
• Strong understanding of GPU architecture, memory hierarchies, and accelerator utilization.
• Familiarity with Kubernetes, autoscaling, and modern cloud platforms.
• Experience with observability stacks including metrics, tracing, and structured logging.
• Solid grounding in performance engineering and capacity planning.
• Strong communication and incident response skills.

Responsibilities

• Design, build, and operate high-performance inference platforms for ML models.
• Focus on systems engineering aspects of AI deployment including routing, batching, and caching.
• Ensure autoscaling, GPU utilization, and end-to-end observability across workloads.
• Balance latency, throughput, and cost while maintaining reliability at scale.

Skills

Python

Go

Rust

C++

Distributed systems

Kubernetes

Cloud platforms

Observability

Performance engineering

Incident response

Education

Bachelor’s or Master’s degree in Computer Science or related field

Tools

vLLM

TensorRT-LLM

Job description

Bright Vision Technologies is seeking a Model Serving Engineer to design, build, and operate scalable inference platforms for large ML models in production. You will focus on the systems engineering side of AI deployment, including request routing, batching, caching, autoscaling, GPU utilization, and observability across diverse workloads.

The ideal candidate has 7+ years in distributed systems or ML platforms, strong Python and a systems language (Go/Rust/C++), and experience with vLLM or