Research Intern - Algorithms Group: Deep learning

3 Months ago • Upto 1 Years • Research & Development • $65,520 PA - $154,560 PA

Job Summary

Job Description

Microsoft's Algorithms group in Redmond is seeking Research Interns to contribute to deep learning projects. Responsibilities involve using reinforcement learning to enhance the reasoning capabilities of large language models (LLMs), designing novel model architectures and training objectives for improved LLMs, and collaborating with researchers and other interns. Interns will present findings and contribute to the research community. The 12-week internship offers mentorship and opportunities to work on impactful research and development. Successful candidates will be physically located at the Microsoft worksite in Redmond for the duration of the internship. The program focuses on practical application of deep learning theory alongside world-class researchers, fostering professional growth and collaborative research.
Must have:
  • Master's or PhD in related STEM field
  • Experience with PyTorch, TensorFlow, or JAX
  • Strong understanding of deep learning
  • Ability to work on-site in Redmond
Good to have:
  • Publications at top ML conferences
  • Experience with large-scale NLP models
  • Experience with reinforcement learning
  • PhD enrollment
Perks:
  • Industry-leading healthcare
  • Educational resources
  • Product and service discounts
  • Savings and investment options
  • Maternity and paternity leave
  • Generous time off
  • Giving programs
  • Networking opportunities

Job Details

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.

The Algorithms group at MSR Redmond is looking for Research Interns to work on deep learning such as using reinforcement learning to improve reasoning abilities of large language models (LLMs), designing new model architectures and training objectives to improve LLMs. Our researchers and interns have been conducting influential research published in top-tier venues such as NeurIPS, ICML, ICLR. For more details on our research group and projects, please see: 

 

For fullest consideration please apply by December 31, 2024.

Qualifications

Required Qualifications

  • Currently enrolled in a master's or PhD program in Computer Science, Mathematics, Electrical Engineering, 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 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

  • Some publications at top ML conferences (NeurIPS, ICML, ICLR, etc.) or top journals. Familiarity with frameworks such as PyTorch, TensorFlow, JAX. Experience with training large scale NLP models and reinforcement learning.
  • Enrolled in a PhD program.

Applied Sciences IC2 : The base pay range for this internship is USD $5,460 -$10,680 per month.

 

There is a different range applicable to specific work locations, with the San Francisco Bay area and New York City Metropolitan area, and the base pay range for this role in those locations is USD $7,040 -$11,640 per month.

 

Applied Sciences IC3 : The base pay range for this internship is USD $6,550 -$12,880 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 $8,480 - $13, 920 per month.

 

Certain roles may be eligible for benefits and other compensation. Find additional benefits and pay information here: 

Microsoft accepts applications and processes offers for these roles on an ongoing basis.

  •  

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.

Benefits/perks listed below may vary depending on the nature of your employment with Microsoft and the country where you work.
Industry leading healthcare
Educational resources
Discounts on products and services
Savings and investments
Maternity and paternity leave
Generous time away
Giving programs
Opportunities to network and connect

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