Computer Vision Specialist — YOLO & Edge AI

Cloud Analytics Technologies, LLC; Chicago (IL); On-site; USD 120,000 - 190,000; Full time

Job summary

CLOUD ANALYTICS TECHNOLOGIES LLC is seeking a role focused on computer vision with YOLO-based models, and hands-on experience in containerizing FastAPI services using Docker. The candidate will work within our production stack leveraging Kubernetes and Google Cloud Platform.

The ideal specialist combines Python and Typescript skills with experience deploying scalable ML solutions for edge environments, including model quantization and distillation techniques.

Qualifications

• Strong experience in computer-vision algorithms, especially YOLO-based models for object detection.
• Proficiency with Docker for containerizing FastAPI-based web services and publishing results to message brokers.
• Familiarity with Kubernetes and Google Cloud Platform within production architecture.

Responsibilities

• Fine-tune and retrain off-the-shelf models.
• Apply quantization and distillation to optimize models for edge deployment.

Skills

YOLO-based models

Docker

Kubernetes

GCP

Python

Typescript

edge deployment

Tools

FastAPI

Job description

CLOUD ANALYTICS TECHNOLOGIES LLC is seeking a role focused on computer vision with YOLO-based models, and hands-on experience in containerizing FastAPI services using Docker. The candidate will work within our production stack leveraging Kubernetes and Google Cloud Platform.

The ideal specialist combines Python and Typescript skills with experience deploying scalable ML solutions for edge environments, including model quantization and distillation techniques.