YOLO CV Engineer – Edge & Cloud Deployments

Valiant Technologies LLC; Chicago (IL); Presencial; USD 120.000 - 160.000; Jornada completa

Descripción de la vacante

VALIANT TECHNOLOGIES LLC is seeking a machine learning engineer skilled in computer vision to work on YOLO-based object detection systems. You will fine-tune and retrain off-the-shelf models and explore quantization and distillation for edge deployment.

You should be proficient with Docker for containerizing FastAPI-based services and publishing results to message brokers. Familiarity with Kubernetes and Google Cloud Platform is essential in our production environment; Python and Typescript

Formación

• Strong experience in computer-vision algorithms—YOLO-based models for object detection tasks.
• Fine-tuning and retraining off-the-shelf models, plus quantization and distillation for edge deployment.
• Proficiency with Docker for containerizing FastAPI-based web services and publishing results to message brokers.
• Familiarity with Kubernetes and Google Cloud Platform essential for production architecture.
• Experience in Python, Typescript, and scalable architectures preferred.

Conocimientos

YOLO models

ML frameworks

Python

Edge deployment

Software architecture

Herramientas

Docker

Kubernetes

Google Cloud Platform

Descripción del empleo

VALIANT TECHNOLOGIES LLC is seeking a machine learning engineer skilled in computer vision to work on YOLO-based object detection systems. You will fine-tune and retrain off-the-shelf models and explore quantization and distillation for edge deployment.

You should be proficient with Docker for containerizing FastAPI-based services and publishing results to message brokers. Familiarity with Kubernetes and Google Cloud Platform is essential in our production environment; Python and Typescript