Allencontrolsystems

CV/ML Platform Engineer

Austin, TX

Sponsorship not specifiedDetected 124 days ago

AWSKubernetesCI/CDLinuxPrometheusGrafanaDevOpsPlatform EngineeringMachine LearningComputer VisionMLOpsRoboticsControls

About the role

Our innovative approach requires overcoming significant technical challenges, making this an exciting and dynamic environment for experienced engineers.
With an engineering-first culture, ACS values technical excellence and innovation.

Manage NVIDIA GPU clusters for ML training.
Own the ACS CV/ML CI/CD pipeline.
Improve and maintain core ML infrastructure, such as model registration and versioning, experiment tracking, and model and data provenance tracking.
Improve and maintain ML model testing, performance analysis, and reporting tools.
Collaborate with the Software Team to automate the optimization of models (TensorRT/quantization) for deployment on NVIDIA Jetson and other edge hardware.
Proven track record building CI/CD pipelines that include automated model validation, performance benchmarking, and artifact management for both cloud and edge targets.
Backed by our founders' successful exits from two previous ventures acquired for a combined $180M in 2022, we are committed to ensuring that the groundbreaking technologies we develop have a real-world impact.
You will help manage a 130+ GPU bare-metal Kubernetes cluster, own CV/ML CI/CD pipelines, and ensure ML model training proceeds at high volume with low friction.

Required Technical Skills:
Strong programming skills are required for automating ML lifecycles and building custom CLI tools for CV engineers.
Hands-on experience with NVIDIA GPU infrastructure, including managing CUDA libraries and development environments, GPU Operator, device plugins, and scheduling (MIG, Volcano, or fractional GPU sharing).
Experience with model optimization toolchains, including TensorRT, ONNX, and quantization techniques, specifically for cross-compilation to ARM targets like NVIDIA Jetson.

We are developing a small, autonomous gun turret that employs advanced computer vision and control systems to precisely target and neutralize small drones and loitering munitions.
We are seeking an experienced CV/ML Platform Engineer with specialization in Computer Vision and Machine Learning (CV/ML) to design, build, and own the data, model, and compute infrastructure powering ACS CV/ML team.
Proficiency with observability stacks (ELK, Prometheus/Grafana) adapted for ML, including monitoring GPU health, training throughput, and model inference metrics.

Allen Control Systems (ACS) is a cutting-edge defense startup founded by two former Navy electrical engineers with a proven track record in robotics and software.

Equal Opportunity Employer, providing equal employment opportunities to all employees and applicants for employment.

This listing is sourced directly from Allencontrolsystems's careers page and normalized into a canonical job model.