Edge ML Specialist — YOLO Vision, Docker & GCP

MACHINE LEARNING TECHNOLOGIES LLC; Chicago (IL); On-site; USD 55,104 - 82,656; Full time

Job summary

MACHINE LEARNING TECHNOLOGIES LLC in Chicago is seeking a Specialist in Data Science to enhance object detection capabilities using YOLO-based models. The role includes fine-tuning existing models and ensuring their optimization for edge deployment.

Ideal candidates will be proficient in containerizing services with Docker, have strong knowledge of Kubernetes, and familiarity with Google Cloud Platform. Experience in Python and Typescript is a plus. Join a forward-thinking team committed to innovation in machine learning.

Qualifications

• Strong experience in computer-vision algorithms, primarily YOLO-based models for object detection tasks.
• Proficiency in Docker for containerizing FastAPI-based web services.
• Familiarity with Kubernetes and Google Cloud Platform for production architectures.

Responsibilities

• Fine-tune and retrain off-the-shelf models, applying techniques like quantization and distillation.
• Optimize models for edge deployment.

Skills

Computer vision algorithms (YOLO)

Docker

Kubernetes

Google Cloud Platform

Python

Typescript

Job description

MACHINE LEARNING TECHNOLOGIES LLC in Chicago is seeking a Specialist in Data Science to enhance object detection capabilities using YOLO-based models. The role includes fine-tuning existing models and ensuring their optimization for edge deployment.

Ideal candidates will be proficient in containerizing services with Docker, have strong knowledge of Kubernetes, and familiarity with Google Cloud Platform. Experience in Python and Typescript is a plus. Join a forward-thinking team committed to innovation in machine learning.