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Internship

Research Intern - Reinforcement Learning based Bandwidth Estimation

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Microsoft

2mo ago

🚀 Off-cycle Internship

Redmond

AI generated summary

  • You must be a PhD candidate in Computer Science, with expertise in networking, research skills, and ability to collaborate effectively across teams.
  • You will collaborate with researchers on Reinforcement Learning based Bandwidth Estimation, contribute to research projects, present findings, and network with industry experts during your 12-week internship at Microsoft.

Off-cycle Internship

Software EngineeringRedmond

Description

  • The Intelligent Conversation and Communications Cloud (IC3) Artificial Intelligence (AI) group applies machine learning (ML) to problems in advanced teleconferencing scenarios that are used by hundreds of millions of customers worldwide via Teams and Skype. We develop fundamental technologies and perform applied research and development to enable better customer experiences for real-time collaboration.
  • One such area is the Bandwidth estimation for the audio and video codecs in the stack. We employ reinforcement learning based ML model to estimate the available bandwidth during a call.

Requirements

  • Required Qualifications:
  • Currently enrolled in a PhD program in Computer Science or a related STEM field.
  • Other Requirements:
  • Research Interns are expected to be physically located in their manager’s Microsoft worksite location for the duration of their internship.
  • In addition to the qualifications above, you’ll need to submit a minimum of two reference letters for this position. After you submit your application, a request for letters may be sent to your list of references on your behalf. Note that reference letters cannot be requested until after you have submitted your application, and furthermore, that they might not be automatically requested for all candidates. You may wish to alert your letter writers in advance, so they will be ready to submit your letter.
  • Preferred Qualifications:
  • Thorough understanding of the networking stack and familiarity with real time communication protocols.
  • Demonstrated ability to develop original research agendas.
  • Able to collaborate effectively with other researchers and product development teams.
  • Proficient interpersonal skills, cross-group, and cross-culture collaboration.
  • Ability to think unconventionally to derive creative and innovative solutions.

Education requirements

Currently Studying
STEM

Area of Responsibilities

Software Engineering

Responsibilities

  • Research Interns put inquiry and theory into practice. Alongside fellow doctoral candidates and some of the world’s best researchers, Research Interns learn, collaborate, and network for life. Research Interns not only advance their own careers, but they also contribute to exciting research and development strides. During the 12-week internship, Research Interns are paired with mentors and expected to collaborate with other Research Interns and researchers, present findings, and contribute to the vibrant life of the community. Research internships are available in all areas of research, and are offered year-round, though they typically begin in the summer.

Details

Work type

Full time

Work mode

hybrid

Location

Redmond