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Research Intern - Microsoft Teams CMD Labs

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Microsoft

9d ago

  • Internship
    Full-time
    Off-cycle Internship
  • Research & Development
    IT & Cybersecurity
  • Redmond

AI generated summary

  • You must be in a PhD program, fluent in Japanese, with research on transcription or Audio LLMs, Python skills, and experience in training transformer models. Submit letters, a cover letter, and samples.
  • You will conduct experiments, validate metrics, develop algorithms for entity transcription, collaborate with researchers, and contribute to the team's vibrant research community.

Requirements

  • Currently enrolled in a PhD program (or published candidate in MSc program) in Computer Science, Electrical or Computer Engineering, Statistics, or a related field.
  • 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 below, you’ll need to submit a minimum of two reference letters for this position as well as a cover letter and any relevant work or research samples. 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.
  • Field of research and experience with Japanese.
  • Field of research and publications directly related to transcription or the Audio LLMs.
  • Japanese fluency.
  • Practical experience in training, fine-tuning, and prompt engineering of transformer models or LLMs.
  • Practical Python coding experience leveraging PyTorch or TensorFlow or similar framework.

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.
  • Conduct experiments, create and validate metrics, and develop candidate algorithms to improve the accuracy of transcription of named entities in Japanese and reduce chances of error in downstream LLM-based applications.
  • Collaborate closely with CMD Labs researchers and engineers to leverage existing assets, datasets, and ensure results can be leveraged back into the product.
  • Embody our culture and values.

FAQs

What is the duration of the Research Internship?

The Research Internship lasts for 12 weeks.

What specific area will the Research Intern be working on?

The Research Intern will focus on improving transcription accuracy for Japanese, with an emphasis on named entities such as names of people, products, and teams.

What is the educational requirement for this internship?

Candidates must be currently enrolled in a PhD program or be a published candidate in a Master's program in Computer Science, Electrical or Computer Engineering, Statistics, or a related field.

Are there prerequisites for experience in a particular language?

Yes, Japanese fluency is preferred.

What programming experience is required for this internship?

Practical Python coding experience leveraging PyTorch, TensorFlow, or a similar framework is required.

Will the intern collaborate with others during the internship?

Yes, the intern will collaborate closely with CMD Labs researchers and engineers and will also work alongside other Research Interns.

Is there a possibility of publication as part of the internship?

Yes, collaboration on a mutual publication may be possible given the scientific novelty of the approach and results.

Where is the work location for this internship?

Research Interns are expected to be physically located in their manager's Microsoft worksite location for the duration of the internship.

What are the required documents for application?

Candidates need to submit a minimum of two reference letters, a cover letter, and any relevant work or research samples.

What is the base pay range for this internship?

The base pay range for this internship is USD $5,460 - $10,680 per month, with different ranges applicable to specific work locations such as the San Francisco Bay area and New York City Metropolitan area.

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Microsoft

Technology
Industry
10,001+
Employees
1975
Founded Year

Mission & Purpose

Every company has a mission. What's ours? To empower every person and every organization to achieve more. We believe technology can and should be a force for good and that meaningful innovation contributes to a brighter world in the future and today. Our culture doesn’t just encourage curiosity; it embraces it. Each day we make progress together by showing up as our authentic selves. We show up with a learn-it-all mentality. We show up cheering on others, knowing their success doesn't diminish our own. We show up every day open to learning our own biases, changing our behavior, and inviting in differences. When we show up, we achieve more together. Microsoft operates in 190 countries and is made up of more than 220,000 passionate employees worldwide.