Research Intern - Algorithms Group: Differentially Private Synthetic Data

Job Description

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 differentially private synthetic data generation, extending the works: Differentially Private Synthetic Data via Foundation Model APIs 1: Images - Microsoft Research Differentially Private Synthetic Data via Foundation Model APIs 2: Text - Microsoft Research . Our Researchers and Research 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: https://www.microsoft.com/en-us/research/group/algorithms-redmond/ For fullest consideration please apply by Dec 1st, 2024. We are aiming to start the project in the Spring semester.

Requirements

• Currently enrolled in a master's or PhD program in Computer Science, Mathematics, Electrical Engineering, or a related STEM 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.
• Some publications at top ML conferences (NeurIPS, ICML, ICLR, etc.) or top journals.
• Familiarity with frameworks such as PyTorch .
• Experience with large foundation models such as large language models and diffusion models.

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

• 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