Specialist Data Science

Ethereum Technologies LLC; Chicago (IL); On-site; USD 120,000 - 180,000; Full time

Job summary

A technology company in Chicago is looking for a specialist with strong experience in computer vision algorithms, notably YOLO-based models, to fine-tune and retrain models for optimization in edge deployment. Proficiency in Docker and familiarity with Kubernetes and Google Cloud Platform are essential. This role also involves applying techniques such as quantization and distillation to enhance performance. The ideal candidate should have a solid background in Python and Typescript.

Qualifications

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

Responsibilities

• Fine-tuning and retraining off-the-shelf models.
• Applying techniques like quantization and distillation to optimize models for edge deployment.
• Containerize FastAPI-based services with Docker and publish results to message brokers.
• Operate within production architecture using Kubernetes on Google Cloud Platform.

Skills

YOLO-based models

Docker

FastAPI

Python

Typescript

Kubernetes

Google Cloud Platform

Tools

Docker

FastAPI

Kubernetes

Google Cloud Platform

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

ETHEREUM 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. ETHEREUM 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 ETHEREUM 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