Member of Technical Staff (ML and Advanced Performance Analytics)

Key Skills

Python Programming, Scala Programming, C++, Java Programming, Machine learning techniques, Data science techniques, SQL, Apache Hadoop, MapReduce, TensorFlow, PyTorch, R Programming

Job Description

Member of Technical Staff – ML and Advanced Performance Analytics

Business Summary

The VMware Engineering Services team ensures our internal and external customers enjoy a high-quality experience across the entire product portfolio. Our goal is to provide compelling, innovative, scalable, and seamless engineering services, which will protect VMware’s brand reputation by?continually improving customer satisfaction.

We bring together key R&D functions such as build, performance, security, developer tools, and more. We work hand-in-hand with development teams to focus on product innovation and industry-leading solutions.

Our priorities include investing in R&D talent, sharing best practices, and driving scale and agility in VMware products.

Job Role and Responsibility:

Our team defines performance standards and is closely involved in products design and architecture to ensure they are fundamentally built for high performance and scalability. The team plays a critical role in taking products to market by generating performance highlights and educating customers on sizing and performance best practices. Research is ingrained in our DNA. We invent new technologies that enable our products to scale to next generation hardware and applications. We advance through research, development and domain expertise the future of AI within the company. Make a difference in your career – be part of something bigger than all of us – Join the VMware performance and analytics family.

VMware is looking for an Member of Technical Staff interested in joining the Performance Engineering team to work on VMWare’s pioneering, machine assisted self-driven software defined data center project. The candidate should use their experience in ML model training, deployment and explanation to integrate with performance considerations at the hardware, hypervisor, guest OS layers into an overall understanding of why self-driven systems perform as they do, and then to communicate what is learned to the appropriate stakeholders. The position involves working with other performance engineers as well as developers to improve core products, developing best practices, authoring blogs and whitepapers, and presenting internally, at conferences, and directly to partners and customers. You’ll be part of a bright engineering team that has an open communication, empowerment, innovation, teamwork and customer success culture.

Required Skills:

• Masters or PhD in Computer Science or related field
• 3+ years of experience
• Proficiency in Python
• Understanding of ML model algorithms and architecture
• Aptitude for performance engineering R&D and working on large distributed systems
• Proven capability of architecting/understanding complex software solutions
• Working knowledge of Linux/Unix
• Excellent analytical and debugging skills
• Excellent verbal and written communication skills

Preferred Skills:

• Knowledge of systems performance
• Work experience in system software development, testing and performance engineering
• Experience or interest in building software with continuous integration and deployment

Category : Engineering and Technology

Subcategory: Software Engineering

Experience: Manager and Professional

Full Time/ Part Time: Full Time

Posted Date: 2021-05-04

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.