Internship

Intern – Machine Learning Ops

Posted on 3/15/2023

OpenX

OpenX

201-500 employees

Supply-side platform for improved ad trading experience

Data & Analytics

New York, NY, USA

Required Skills
Kubernetes
Microsoft Azure
Data Science
Tensorflow
Pytorch
Docker
AWS
Google Cloud Platform
Requirements
  • Actively pursuing a BS or MS in Computer Science or a related major
  • Experience with machine learning technologies such as PyTorch, TensorFlow, etc
  • Experience in serving a trained ML model
  • Experience in using AWS, GCP, Azure, or other cloud platforms
  • Knowledge of current principles and frameworks for ML Ops
  • Proficiency in Docker containerization or Kubernetes orchestration
  • A willingness to learn new tools and deliver proof of concept implementations
  • Excellent communication and the ability to collaborate with multiple teams
Responsibilities
  • Develop, maintain, and monitor the infrastructure responsible for training and serving the Machine Learning models and scale it to support over 350 billion requests a day
  • Maintain ML model training at scale using infrastructure available on Google Cloud Platform
  • Collaborate with engineers and scientists to deploy and serve our models at scale
  • Build monitoring tools that can provide real-time analysis of ML models in production
  • Support development teams and the data science team in building products based on machine learning

OpenX stands out as a leading independent supply-side platform, offering a superior ad selling and buying experience characterized by addressability, transparency, and sustainability. The company's unique access to anonymous user information across the open web enables a sophisticated, audience-focused approach to campaigns, delivering enhanced results for clients. This data-driven strategy, coupled with their commitment to improving the ad experience, positions OpenX as a competitive force in the industry.

Company Stage

Series E

Total Funding

$77.5M

Headquarters

Pasadena, California

Founded

2007

Growth & Insights
Headcount

6 month growth

3%

1 year growth

26%

2 year growth

40%
INACTIVE