We are looking to hire a senior Network AI engineer in the Telco & Edge Cloud Business Unit to build novel applications for our Network AI platform. Our Network AI engine ingests fine-grained subscriber-level wireless network telemetry from a variety of data sources, including the radio access network and core network and then processes the telemetry to optimize user experience. It discovers and predicts anomalies in the network, prioritizes their severity, infers likely causes and recommends optimization strategies for the best user experience.

Responsibilities:

- Use wireless and data science expertise to engineer and deliver novel applications for our Network AI platform

- Develop machine learning models to predict subscriber experience metrics, perform root cause analysis of anomalies and estimate impact of fixes

- Be a hands-on engineer capable of taking prototyes to scalable software solutions

- Research new areas in LTE / 5G technologies and identify new opportunities for our Network AI platform

- Work closely with fellow senior engineers, senior management, product management and customers

Required Skills:

- Masters in Electrical Engineering / Computer Science

- 2+ years of experience as a hands-on wireless data scientist performing analysis on UMTS/LTE radio access networks

- Solid fundamentals in LTE/5G radio access networks

- Solid machine learning fundamentals - supervised, unsupervised learning techniques

- Proficient in Python, statistical packages such as Numpy, Scipy, Pandas and machine learning packages such as Tensorflow, Keras, Scikit-Learn

- Experience in software engineering fundamentals - good understanding of data structures, algorithms, writing clean code, testing, debugging applications.

- Strong communication and collaboration skills, highly motivated, team player

- Capable of presenting results to customers and executives

Preferred Skills:

- Ph.D. in Electrical Engineering / Computer Science

- 2+ years of experience working with LTE signaling traces

- Experience writing Java applications

Education: Masters/Equivalent in Electrical Engineering or Computer Science required; PhD preferred.

Category : Engineering and Technology
Subcategory: Software Engineering
Experience: Manager and Professional
Full Time/ Part Time: Full Time
Posted Date: 2020-05-26

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.

Equal Employment Opportunity Statement: VMware is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: VMware is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at VMware are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. VMware will not tolerate discrimination or harassment based on any of these characteristics. VMware encourages applicants of all ages. Vmware will provide reasonable accommodation to employees who have protected disabilities consistent with local law. Job ID: R2006703