Cloud Management / Office of the CTO

Are you excited about machine learning and artificial intelligence, but not sure how to get involved? Were you impressed by recent AI/ML breakthroughs like AlphaGo, and are curious to see how these advances can transform the modern enterprise?

Join us.

VMware is engaged in a machine-learning initiative for cloud applications, and we're looking for a talented machine learning engineer to help our small, dedicated team build the future.

As a part of our project, you'll employ cutting-edge ML/AI research to craft our operational platform directly in Tensorflow, working with live application and more data than you've ever seen before. You'll also use your skills to take early prototypes all the way to production-quality code, working with our team to instrument and monitor a business-critical platform.

We're a veteran team of machine learning and infrastructure software experts, with backgrounds ranging from search engines to financial payments to databases. We've collectively built some of the largest, state-of-the-art data pipelines in the world. But there's a missing piece of the puzzle -- you.

Job Role and Responsibility:

• Responsible for leadership of key initiatives within the machine learning team
• Ability to lead teams and work individually on projects to implement software solutions into product
• You'll implement core ML algorithms for application control/optimization directly in Tensorflow/python.
• You'll work with the ML Architecture team to implement novel and ground-breaking approaches to performance observability and improvement.
• You'll work with our Integration engineering team to make the entire system operationally robust and observable.

Required Qualifications:

• You have a strong and broad background in Tensorflow or another deep learning framework (Torch/PyTorch, Theano, MXNet, Caffe, etc).
• You have 15+ years of production software engineering experience.
• You have a working familiarity with the mathematical foundations of machine learning, including linear algebra, back-propogation, and common activation functions.
• Knowledge and experience in reinforcement learning is important
• You have some understanding of GPU vs. CPU performance for different model architectures.
• You have experience with modern source control (git, svn, etc).

Preferred Qualifications:

• You have strong self-motivation and interpersonal skills
• You have experience with high-data-volume training and inference.
• You understand CUDA.

Category : Engineering and Technology
Subcategory: Software Engineering
Experience: Business Leadership
Full Time/ Part Time: Full Time
Posted Date: 2020-12-07

Cloud Management: VMware’s Cloud Management team delivers vRealize Suite, a solution that’s essential to accelerating our customers’ journey to digital transformation. It’s our market-leading, state-of-the-art cloud management platform designed to deliver and manage IT services across private, public, and hybrid clouds. VRealize Suite is an integrated, comprehensive solution that meets the challenge of managing a cloud infrastructure from a single pane of glass. We’re changing the way users design, build, view, and manage public and private clouds, and enabling them to run with optimal performance, insightful analytics and automated delivery. Join our user-focused team of software engineers, data scientists, web designers, product managers, and marketers. You’ll gain valuable experience in the fast-growing field of cloud infrastructure management from a pioneer and industry leader.

VMware Company Overview: At VMware, we believe that software has the power to unlock new opportunities for people and our planet. We look beyond the barriers of compromise to engineer new ways to make technologies work together seamlessly. Our cloud, mobility, and security software form a flexible, consistent digital foundation for securely delivering the apps, services and experiences that are transforming business innovation around the globe. At the core of what we do are our people who deeply value execution, passion, integrity, customers, and community. Shape what’s possible today at http://careers.vmware.com.

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