Cloud ML Platform Engineer - Vision AI & CI/CD

Oxipital AI; Bedford (MA); In loco; USD 130.000 - 180.000; Tempo pieno

Descrizione del lavoro

Oxipital AI is seeking a Machine Learning Platform Engineer to build and maintain the V‑CORTX platform, focusing on AWS architecture, containerized CI/CD workflows, full‑stack software engineering, deep neural network optimization, cloud‑based model training, and data management.

The ideal candidate will have 3–5 years of professional experience designing and implementing high‑performance software products in production, with hands‑on work in ML model training on AWS, CI/CD for ML, vision‑based

Competenze

• Bachelor's degree or equivalent experience in Computer Science, Computer Engineering, or related technical field; graduate degree preferred.
• 3–5 years of professional software development experience.
• Experience with AWS services such as EC2, S3, ECS, and Batch. And database services like DynamoDB.
• Experience with training and deploying machine learning models using cloud-based resources.
• Experience with full-stack development, especially serverless architecture on AWS.
• Experience with Infrastructure as Code frameworks, CloudFormation preferred.
• Strong proficiency in Python, particularly with libraries like PyTorch, NumPy, or OpenCV.
• Experience with software development and deployment in a Linux environment.
• A solid foundation of software development best practices such as issue tracking, static code checking, and automated testing preferred.
• Experience with deep neural networks for computer vision applications preferred.
• Strong mathematical and analytical skills.
• Excellent written and verbal communication skills.
• Ability to work both independently and collaboratively on a cross-functional team.
• Strong attention to detail.

Mansioni

• Expand the capabilities of our V‑CORTX cloud platform with new features around model training infrastructure, evaluation, deployment, managing isolated real and synthetic multi‑tenant data, and annotation.
• Use best practices to minimize the cost footprint of model development.
• Optimize the efficiency of our machine learning models at training and inference time.
• Design, develop, and maintain tools and infrastructure for training, deploying, and evaluating vision‑based machine learning models.
• Contribute to a robust and scalable product pipeline.

Conoscenze

Python

PyTorch

NumPy

OpenCV

Cloud computing

Linux

Formazione

Bachelor's degree in Computer Science or Engineering

Strumenti

AWS (EC2 / S3 / ECS / Batch)

DynamoDB

CloudFormation

CI/CD pipelines

Serverless architecture

Descrizione del lavoro

Oxipital AI is seeking a Machine Learning Platform Engineer to build and maintain the V‑CORTX platform, focusing on AWS architecture, containerized CI/CD workflows, full‑stack software engineering, deep neural network optimization, cloud‑based model training, and data management.

The ideal candidate will have 3–5 years of professional experience designing and implementing high‑performance software products in production, with hands‑on work in ML model training on AWS, CI/CD for ML, vision‑based