Machine Learning Platform Engineer, Zoom
$98.9-228.7k
Office located in San Jose, CA
Work platform for human connection
Job no longer available
Work platform for human connection
1001+ employees
Job no longer available
$98.9-228.7k
Office located in San Jose, CA
1001+ employees
Company mission
To help people connect, collaborate, and get more work done, together.
Role
Who you are
- 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
What the job involves
- 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
- 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
- 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
Our take
Zoom reworked video conferencing when most people assumed it was a solved problem, with services from Cisco and Skype already ubiquitous in workplaces and homes. However, its videoconferencing infrastructure was simpler to use, faster and more flexible than any previous solution, and it swiftly took the world by storm.
Its success bred competition, however, and companies such as Microsoft and Google, along with numerous smaller communications firms, have begun making inroads on Zoom's formerly commanding lead. Additionally, as workplaces are mostly adopting a hybrid or flexible working strategy, some of its importance as a workplace tool is wearing off and it is recording a gradual decline in daily usage rates.
To counter these trends, Zoom is expanding its business offerings through product development and strategic acquisitions. Alongside many other large tech companies, it has battled through a difficult economic situation, but it nonetheless remains a profitable company and household name. Plus, its track record of innovation means it is still very much one to watch in the communications space.
Freddie
Company Specialist at Welcome to the Jungle
Insights
7% employee growth in 12 months
Company
Funding (last 2 of 5 rounds)
Jan 2017
$100m
SERIES D
Feb 2015
$30m
SERIES C
Total funding: $148.5m
Company benefits
- Work from home opportunities
- Retirement benefits
- My-Time-Off (MTO), an extended vacation policy
- Employee Stock Purchase Plan (ESPP) and Restricted Stock Unit (RSU) Equity Program plus Yearly stock grant for all employees
- Wellness and fitness reimbursement, wellness resources, Thrive Global wellness app, TaskHuman wellness coaching app
- Employee Assistance Program (EAP) including emotional support, financial resources and legal guidance
- Paid Parental Leave (both parents) 16 weeks paid leave (or statutory if more generous)
- Employer Matching of Charitable contributions up to $500 USD equivalent/year
- Annual Zoom Store Allowance
- Business Travel Accident Insurance
Company HQ
Downtown San Jose, San Jose, CA
Leadership
Eric Yuan
(CEO & Founder)Previously VP Engineering at Cisco and WebEx.
Salary benchmarks
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