Full Job Description
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?
VMware is launching 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 top-secret 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.
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, backpropogation, and common activation functions.
You have some understanding of GPU vs. CPU performance for different model architectures.
You have experience with modern source control (git, svn, etc).
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
Work From Home: No
Posted Date: 2020-03-26
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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