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Staff Engineer, R&D: Machine Learning Platforms
Bengaluru, IndiaApply Now
Machine Learning for Cloud Management
The Cloud Management Business Unit at VMware creates industry leading solutions for public, private and hybrid clouds. The troubleshooting, monitoring and management capabilities provided by our software has made us an integral part of customer’s cross-cloud journey. Our teams are rapidly innovating on providing smart solutions to help our customers manage the ever-growing infrastructure and application in their clouds.
Our goals are to pro-actively detect, surface up and auto-remediate problems before they hamper customer’s applications! Throughmachine learning and data analytics, we hope to provide our customers self-managing data centers across clouds. High volume metrics, configurations, events and logs provide a rich data set for learning behavioral pattern across compute, storage, networks and applications. We provide our capabilities through traditional on-premises as well as cutting-edge SaaS solutions.
Are you an innovator and problem solver that loves working with new technologies? Do you want to be a part of a team that delivers high-quality products solving customer problems? Are you passionate about solving cloud management challenges across public, private and hybrid clouds? Are you willing to learn new technologies? If you answered yes to any of the above and thrive giving candid feedback while contributing to the development of new ideas and services, we are the team for you!
Your roles and responsibilities:
Your goal is to design, build and productionize platform componentsfor our machine learning/analytics initiatives. In general, you will need to:
Work with machine learningteams to understand data requirements
Analyze datarequirements, designand build a lossless, scalable andperformant data acquisition systems
Data modelling,design of persistence mechanisms including appropriatetech stack choices for different data types.
Conceptualizeand build systems to integrate the result/actions of Machine Learning with multiple products, both SaaS and on-premises.
Contribute code individually and lead other members of the team.
Work across cross-functional and cross-geo boundaries to ensure alignment and sanity.
Minimum10years of hands-on software development experience
Demonstrable experience designing scalable and highly available distributed systems
Proficiency in Java. Experience with multiple languages a plus
Hands-on experience building SaaS systems
Quality focus: Hands-on experience writing high coverage unit and integration tests
Experience in building observability and self-monitoring constructs
Strong sense of ownership and a ‘buck stops here’ mentality
Prior experience working in geographically dispersed team
Strong verbal and written communication
Ability and willingness to participate in on-duty rotations and 2nd tier product support
Bachelor’s degree in Computer Science or equivalent
12+ years of experience in a technicalleadershiprole
Hands-on experience with one or more of time-series, hierarchical or graph databases
Prior work in design and implementation ofSaaS/on-premisesinteractions
Experiencebuildingsystemsusing public cloud services
Knowledge or experience with VMware products and technologies is highly desirable
Master’s degree or PhD in Computer Science or equivalent
Category : Engineering and Technology
Subcategory: Software Engineering
Experience: Business Leadership
Full Time/ Part Time: Full Time
Posted Date: 2020-05-28
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: R2006388