Specialist Data Science

Quantum Technologies. LLC; Chicago, Northern (IL, KY); Hybrid; USD 120,000 - 190,000; Full time

Job summary

Quantum Technologies LLC is seeking an experienced ML engineer focused on computer vision using YOLO-based models to develop, fine-tune, and optimize detectors for edge deployment within a production architecture. The role emphasizes containerized FastAPI services and scalable Python/TypeScript software stacks.

The candidate should be proficient with Docker, Kubernetes, and Google Cloud Platform, and have experience in deploying ML workflows from model training to serving in production.

Qualifications

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

Skills

YOLO-based models

ML frameworks

Docker

Kubernetes

Google Cloud Platform

Python

TypeScript

Edge deployment

Model fine-tuning

Tools

FastAPI

Google Cloud Platform

Job description

• Strong experience in computer-vision algorithms—primarily YOLO-based models for object detection tasks.
• The role involves fine-tuningand retrainingoff-the-shelf models, as well as applying techniques like quantizationand distillationto optimize models for edge deployment.
• Candidates should be proficient in Dockerfor containerizing FastAPI-based web services and publishing results to message brokers.
• Familiarity with Kubernetesand Google Cloud Platform is essential for operating within our production architecture.
• Experience in Python, Typescript, and scalable architectures is preferred.

Top Skills Needed:

• Experience with YOLO-based models and ML frameworks

QUANTUM TECHNOLOGIES LLC is an equal opportunity employer inclusive of female, minority, disability and veterans, (M/F/D/V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship/immigration status, veteran status or any other protected status. QUANTUM TECHNOLOGIES LLC will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will QUANTUM TECHNOLOGIES LLC require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract