Specialist Data Science

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

Job summary

Ethereum Technologies LLC is seeking a skilled ML/CV engineer to advance edge-ready computer-vision models in production. You will fine-tune YOLO-based detectors, optimize for edge devices, and containerize services for scalable cloud-native deployments.

Applicants should be proficient in Docker, Kubernetes, Python, and TypeScript, with experience in publishing results to messaging systems and operating within a modern cloud architecture.

Qualifications

• Experience in computer-vision algorithms, especially YOLO-based models for object detection.
• Proficiency in fine-tuning and retraining off-the-shelf models for edge deployment.
• Familiarity with containerization, orchestration, and cloud platforms for production workloads.
• Strong Python and TypeScript skills with scalable architecture experience.

Responsibilities

• Fine-tune and retrain YOLO-based models for object detection tasks.
• Optimize models for edge deployment using quantization and distillation techniques.
• Containerize FastAPI-based services with Docker and deploy on Kubernetes in GCP.
• Publish results to message brokers and integrate with production pipelines.

Skills

YOLO-based models

ML frameworks

Python

Typescript

Edge deployment

Tools

Docker

Kubernetes

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

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