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Machine Learning Platform Engineer
3 months ago
What you can expect
As a Machine Learning Platform Engineer, you'll develop and manage Zoom's AI infrastructure and framework. Enhance AI training, deployment, and operation with improved functionality, capacity, scalability, and reliability. Your role is pivotal in shaping and optimizing Zoom's AI capabilities.
About the Team
Seeking a passionate Machine Learning Platform Engineer to join our AI infrastructure team. Our goal is to manage the entire Machine Learning Platform, including model training and infrastructure. We aim to enhance efficiency, GPU training, and language model inference throughput and latency.
Responsibilities
- Developing the Machine Learning Platform management system.
- Building the toolchains, service, pipeline for model development workflow, and model serving architecture.
- Prioritizing various metrics for model training and inferencing monitoring.
- Developing and maintaining the high-performance LLM training GPU infrastructure and cluster.
- Understanding the autoscale for inference service and multi-models for dynamical loading.
- Supporting, troubleshooting, and resolving any issues during the training and inferencing.
What we’re looking for
- Have completed a Computer Science program or a comparable undergraduate program in a related field.
- Possess a deep understanding of AI concepts, Software Engineering or Machine Learning.
- Be skilled in Python and PyTorch, with familiarity in Git and software development practices
- Experience in cloud computing platforms (e.g., AWS, Azure, Google Cloud). Be able to understand AI concepts and use frameworks like TensorFlow, PyTorch, and Nvidia/CUDA.
- Have expertise in Docker, hands-on experience with Kubernetes, YAML, Deployment, ConfigMap, and PV/PVC.
- Have experience with operating systems such as Linux and Ubuntu, proficiency in Shell scripting.
Salary Range or On Target Earnings:
Minimum:
$106,500.00Maximum:
$197,000.00At Zoom, we offer a window of at least 5 days for you to apply because we believe in giving you every opportunity. Below is the potential closing date, just in case you want to mark it on your calendar. We look forward to receiving your application
Anticipated Position Close Date:
03/15/24In addition to the base salary and/or OTE listed Zoom has a Total Direct Compensation philosophy that takes into consideration; base salary, bonus and equity value.
Information about Zoom’s benefits is on our careers page here.
Note: Starting pay will be based on a number of factors and commensurate with qualifications & experience.
We also have a location based compensation structure; there may be a different range for candidates in this and other locations.
Ways of Working
Our structured hybrid approach is centered around our offices and remote work environments. The work style of each role, Hybrid, Remote, or In-Person is indicated in the job description/posting.
Benefits
As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways. Click Learn for more information.
About Us
Zoomies help people stay connected so they can get more done together. We set out to build the best collaboration platform for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars.
We’re problem-solvers, working at a fast pace to design solutions with our customers and users in mind. Here, you’ll work across teams to deliver impactful projects that are changing the way people communicate and enjoy opportunities to advance your career in a diverse, inclusive environment.
Our Commitment
We believe that the unique contributions of all Zoomies is the driver of our success. To make sure that our products and culture continue to incorporate everyone's perspectives and experience we never discriminate on the basis of race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status. Zoom is proud to be an equal opportunity workplace and is an affirmative action employer. All your information will be kept confidential according to EEO guidelines.
We welcome people of different backgrounds, experiences, abilities and perspectives including qualified applicants with arrest and conviction records and any qualified applicants requiring reasonable accommodations in accordance with the law. If you need any assistance or accommodations due to a medical condition, or if you need assistance accessing our website or completing the application process, please let us know by emailing us at careers@zoom.us.
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