Intern - Performance Analytics with Bitfusion (MLPO)

Employment Type

: Full-Time

Industry

: Miscellaneous



Work Here. Transform Everywhere.

The Machine Learning Program Office within the Office of the CTO helps driveMachine Learningacross VMware through collaboration,and by pursuing our own ML projects. At VMware we apply machine learning techniques to improve our products and to improve how we execute as a company.

We are seeking a talented student with significant applied data science experience to join our team to develop advanced performance analysis tools to address complex system overheads. We are specifically looking for someone with a combination of data science and application development experience. 

Job Role and Responsibilities

We have the journey for you!

Asa CTO Office intern, you will work as part of a small team and with others around the company to apply statistical or machine learning techniques to an important problem related to performance optimization of complex systems.

Insights into your role

  • You will build advanced performance tracing and analysis tools to gain important application insights
  • You may apply statistical methodologies to denoise and extract significant patterns in large data sets
  • Research best practices and prior work around automated analysis engines
  • Collaborate with team members and other R&D staff to incorporate feedback and gauge the effectiveness of the tool over a wide set of applications.
  • Design, build, document, and deploy an internal software product that solves the problem in a repeatable way.
  • Required Skills

  • Pursuing masters or PhD in Computer Science, Math (statistics) and/or Machine Learning are key enablers of your work.
  • Demonstrated data science or MLexperience beyond just coursework (e.g. paper submitted or published at top conferences or data processing/analysis tool development experience).
  • Solid coding skills in Python or Rand significant experience with ML libraries and frameworks.
  • Self-motivated with excellent communication and teamwork skills.
  • Comfortable working in a Linux or Mac OS environment at the command-line level.
  • Preferred Skills

  • Knowledge of operating systems, GPUs, and high-performance networking is desired
  • Previous internship experience is a plus

  • Category : University and Recent Grads
    Subcategory: Internships
    Experience: Internship
    Full Time/ Part Time: Full Time
    Posted Date: 2020-05-04



    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 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.

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