Specialist Data Science

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

• Strong experience in computer-vision algorithms—primarily YOLO-based models for object detection tasks.
• The role involves fine-tuning and retraining off-the-shelf models, as well as applying techniques like quantization and distillation to optimize models for edge deployment.
• Candidates should be proficient in Docker for containerizing FastAPI-based web services and publishing results to message brokers.
• Familiarity with Kubernetes and 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

CLOUD ANALYTICS TECHNOLOGIES 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. CLOUD ANALYTICS TECHNOLOGIES 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 CLOUD ANALYTICS TECHNOLOGIES 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

Equal Opportunity Employer

CLOUD ANALYTICS 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. CLOUD ANALYTICS 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 CLOUD ANALYTICS 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

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