AI Infrastructure Engineer
2 weeks ago
Overview
As an AI Infrastructure Engineer at Zoom Corporation, you will be responsible for the development and management of our advanced AI systems and frameworks. Your contributions will significantly enhance the training, deployment, and operational aspects of AI, ensuring improved functionality, scalability, and reliability. This role is essential in refining and advancing Zoom's AI capabilities.
Team Insights
We are on the lookout for a dedicated AI Infrastructure Engineer to join our dynamic AI infrastructure team. Our mission is to oversee the comprehensive Machine Learning Platform, which encompasses model training and the underlying infrastructure. We strive to boost efficiency, optimize GPU training, and enhance the throughput and latency of language model inference.
Key Responsibilities
- Designing and implementing the management system for the Machine Learning Platform.
- Creating the necessary toolchains, services, and pipelines for model development workflows and serving architectures.
- Establishing priorities for various metrics related to model training and inference monitoring.
- Building and maintaining a high-performance GPU infrastructure for LLM training and cluster management.
- Gaining insights into autoscaling for inference services and managing multiple models for dynamic loading.
- Providing support, troubleshooting, and resolving issues that arise during training and inference processes.
Candidate Profile
- A degree in Computer Science or a related field.
- A strong grasp of AI principles, Software Engineering, or Machine Learning.
- Proficiency in Python and PyTorch, along with familiarity in Git and software development methodologies.
- Experience with cloud computing platforms such as AWS, Azure, or Google Cloud, and familiarity with AI frameworks like TensorFlow and Nvidia/CUDA.
- Expertise in Docker, with practical experience in Kubernetes, YAML, Deployment, ConfigMap, and PV/PVC.
- Experience with operating systems like Linux and Ubuntu, and proficiency in Shell scripting.
Compensation Overview
At Zoom, we value your skills and experience, offering a competitive salary range that reflects your qualifications.
Work Environment
Our hybrid work model is designed to support both office and remote work settings, ensuring flexibility for our team members.
Employee Benefits
We are committed to fostering a positive workplace culture and offer a comprehensive benefits program aimed at supporting our employees' physical, mental, emotional, and financial well-being.
About Zoom Corporation
At Zoom, we empower individuals to connect and collaborate effectively. Our goal is to create the leading collaboration platform for enterprises, enhancing communication through our diverse range of products.
Commitment to Diversity
We believe that the unique contributions of every team member drive our success. We are an equal opportunity employer and value diversity in our workforce, ensuring a welcoming environment for all individuals.
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