Senior ML Systems Engineer - Production CV & Streaming

Socket.dev; San Francisco (CA); On-site; USD 150,000 - 210,000; Full time

Benefits offered by this job

Health insurance

Equity plan

PTO

Meals in-office

Company events

Job summary

Voxel seeks an engineer to advance production-scale perception systems. You will translate research-grade computer vision into scalable, observable features and integrate them into our product with a focus on quality and cost efficiency.

You’ll lead design decisions, collaborate with GTM and data ops, and help deploy models across enterprise environments. Join a team delivering safety and efficiency at scale.

Qualifications

• 5+ years building and shipping production ML or computer vision systems
• Strong Python; working knowledge of C++ or Go is a plus
• Experience with model serving and inference optimization (TensorRT/Triton)
• Experience with streaming or distributed data processing (Flink, Kafka)
• Solid grounding in evaluation: building datasets, metrics, and regressions detection

Responsibilities

• Turn research ideas into production features, from prototype through evaluation and rollout
• Design and build perception pipeline components on stream-processing architecture
• Own and improve production CV models, including training, evaluation, and optimization
• Design logic that converts model outputs into trustworthy incidents
• Build observability with metrics, dashboards, and evaluation loops

Skills

Python

C++/Go

TensorRT/Triton

Flink/Kafka

CV/ML systems

MLOps

Tools

Terraform

ArgoCD

Docker

Kubernetes

AWS

Job description

Voxel seeks an engineer to advance production-scale perception systems. You will translate research-grade computer vision into scalable, observable features and integrate them into our product with a focus on quality and cost efficiency.

You’ll lead design decisions, collaborate with GTM and data ops, and help deploy models across enterprise environments. Join a team delivering safety and efficiency at scale.