Sr. Mts, R&d: Machine Learning Platforms Job in Vmware

Job Description

Machine Learning for Cloud Management

The Cloud Management Business Unit at VMware creates industry leading solutions forpublic,private and hybrid clouds.The troubleshooting,monitoringand managementcapabilities provided by our software has made us an integral part of customers cross-cloud journey.Our teams are rapidly innovatingonprovidingsmart solutions to help our customersmanage the ever-growinginfrastructureand application in their clouds.

Our goalsareto pro-actively detect, surface up and auto-remediateproblems before theyhampercustomersapplications!Throughmachine learning and data analytics, we hope to provide our customersself-managingdata centers across clouds.High volume metrics, configurations, eventsandlogsprovide a rich data set for learning behavioral pattern across compute, storage, networks and applications.We provide our capabilities through traditionalon-premisesas well as cutting-edge SaaSsolutions.

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 andresponsibilities:

Your goal is todesign, build and productionizeworkflowsfor our machine learning/analytics initiatives. In general, you will need to:

• Work withmachine learningresearchteams todefine theproblem spaceand scope. Understand solutions, techniques and algorithms proposed bythe research team.
• Design analytics pipeline to productionize algorithms.Analyze implications onperformance,scalability, availabilityandobservability.
• Contribute code individually and/or lead other members of the team.
• Work across cross-functional and cross-geo boundaries to ensurealignment and sanity.

Requiredskills:

• Minimum8years of hands-on software development experience
• Demonstrableexperience designingscalable and highly availabledistributed systems
• Proficiency in Java. Experience with multiple languages a plus
• Quality focus: Hands-on experience writing high coverage unit and integration tests
• Experience in buildingobservability and self-monitoring constructs
• Strong sense of ownership and a buck stops here mentality
• Priorexperienceworking in geographicallydispersedteams
• Strong verbal,writtenand presentationcommunicationskills
• Ability and willingness toparticipatein on-duty rotations and 2ndtierproduct support
• Bachelors degree in Computer Science or equivalent

Preferredskills:

• 10+ years of experience in atechnicalrole
• Experience with Python, R or other Machine Learning languages would be a big plus
• Knowledge and hand-on experience with Machine Learning techniques and/or Data Analytics Experience is productizing Machine Learningalgorithms and/orhigh-volume data processing
• Hands-on experiencebuildingSaaS systems
• Knowledge or experience with VMware products and technologies is highly desirable
• Masters degree or PhD in ComputerScienceor equivalent