Data Science Specialist: YOLO Vision & Edge Deployment

Robotic Technologies Automation; Chicago (IL); Presencial; USD 120.000 - 180.000; Jornada completa

Descripción de la vacante

ROBOTIC PROCESS AUTOMATION LLC in Chicago seeks a computer vision engineer to design and optimize YOLO-based object detection systems. You will tune models for edge deployment, implement quantization and distillation, and work on scalable Python/TypeScript services.

You will containerize services with Docker, publish results to message brokers, and operate within a production stack on Kubernetes and Google Cloud Platform.

Formación

• Experience with YOLO-based models for object detection.
• Experience fine-tuning and retraining off-the-shelf models.
• Experience with model optimization techniques (quantization, distillation) for edge deployment.
• Proficiency in containerizing services with Docker and deploying on Kubernetes/GCP.

Responsabilidades

• Develop computer-vision models using YOLO for object detection.
• Fine-tune and retrain existing models for edge deployment.
• Containerize FastAPI-based services with Docker and publish results to message brokers.
• Operate within production architecture on Kubernetes and Google Cloud Platform.

Conocimientos

YOLO-based models

Python

Typescript

Edge deployment

Herramientas

Docker

Kubernetes

Google Cloud Platform

Descripción del empleo

ROBOTIC PROCESS AUTOMATION LLC in Chicago seeks a computer vision engineer to design and optimize YOLO-based object detection systems. You will tune models for edge deployment, implement quantization and distillation, and work on scalable Python/TypeScript services.

You will containerize services with Docker, publish results to message brokers, and operate within a production stack on Kubernetes and Google Cloud Platform.