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Research Intern - Applied Sciences Group

Microsoft

Research Intern - Applied Sciences Group

Microsoft

United States, Washington, Redmond

·

On-site

·

Internship

·

2mo ago

報酬

$67,320 - $132,120

必須スキル

Transformer-based AI models

Model training

Overview

Research Internships at Microsoft provide a dynamic environment for research careers with a network of world-class research labs led by globally-recognized scientists and engineers, who pursue innovation in a range of scientific and technical disciplines to help solve complex challenges in diverse fields, including computing, healthcare, economics, and the environment.

As an Applied Science Research Intern, you will work with a small team to investigate recent Small Language Models (SLM) architectures and techniques, such as recurrent transformers and universal transformers, as potential approaches for maximizing the throughput of Large Language Models (LLMs) with limited high-speed cache. For example, could a useful model be pinned to Very Tightly Coupled Memory (VTCM) in a Qualcomm System on Chip (SoC) for its entire lifecycle? Similarly, could this be achieved in the fast caches of Graphics Processing Units (GPUs) or cloud Neural Processing Units (NPUs)? The choice of hardware target will be based on the candidate’s passion for and experience with different platforms.

This opportunity will allow you to learn how to apply your model training skills at scale using Azure compute. In addition, you will be mentored by a multidisciplinary team with expertise in both on-device implementation and literature/state-of-the-art (SotA) approaches. This role will integrate you into the Applied Science Group (ASG) in Redmond and is not open to remote work; however, flexible working within Redmond and schedule flexibility are encouraged.

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.

Qualifications Required Qualifications:

  • Currently pursuing an Advanced Degree in Statistics, Econometrics, Computer Science, Electrical or Computer Engineering, or related field.
  • At least 1 year of experience in investigating and modifying transformer-based AI models.

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 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.

Preferred Qualifications

  • Project portfolio, open-source code or other verifiable evidence of pursuit of state-of-the-art AI systems.

Applied Sciences IC2 - The base pay range for this internship is USD $5,610 - $11,010 per month.

There is a different range applicable to specific work locations, within the San Francisco Bay area and New York City metropolitan area, and the base pay range for this role in those locations is USD $7,270 - $12,030 per month.

Applied Sciences IC3 - The base pay range for this internship is USD $6,710 - $13,270 per month.

Certain roles may be eligible for benefits and other compensation. Find additional benefits and pay information here: https://careers.microsoft.com/us/en/us-intern-pay

Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.

This position will be open for a minimum of 5 days, with applications accepted on an ongoing basis until the position is filled.

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, citizenship, color, family or medical care leave, gender identity or expression, genetic information, immigration status, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran or military status, race, ethnicity, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance with religious accommodations and/or a reasonable accommodation due to a disability during the application process, read more about requesting accommodations.

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Microsoftについて

Microsoft

Microsoft

Public

Microsoft Corporation is an American multinational technology conglomerate headquartered in Redmond, Washington.

10,001+

従業員数

Redmond

本社所在地

$3000B

企業価値

レビュー

3.8

5件のレビュー

ワークライフバランス

4.1

報酬

4.3

企業文化

3.4

キャリア

3.2

経営陣

3.0

65%

友人に勧める

良い点

Excellent compensation and benefits package

Four-day workweek with improved work-life balance

Supportive managers and teams

改善点

High-pressure environment causing anxiety

Unprofessional interview processes

Limited creative work opportunities

給与レンジ

5,620件のデータ

Senior/L5

Senior/L5 · Account Management

5件のレポート

$209,483

年収総額

基本給

$181,941

ストック

-

ボーナス

-

$194,895

$209,483

面接体験

1件の面接

難易度

4.0

/ 5

期間

14-28週間

体験

ポジティブ 0%

普通 0%

ネガティブ 100%

面接プロセス

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

よくある質問

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Culture Fit