Research Intern - Deep Learning and Natural Language Processing

Last updated 6 days ago
Location:Redmond, Washington
Job Type:Full Time

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. Our researchers and engineers 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 advent of big data heralds a new era of precision healthcare, where medicine is tailored to individuals, reducing cost, suffering, and missed treatment opportunities. AI can play a key role in this transformation by discerning knowledge from data and separating signal from noise. Health Next is an interdisciplinary team of scientists, engineers, and medical doctors who endeavor to develop next-generation AI for precision healthcare. We offer a unique vibrant environment that features cutting-edge academic research, enterprise software development, and real-world delivery, with close feedback loops and rapid iterations among all three, much like a lean startup.

We are looking for an innovative, collaborative, and highly motivated research intern to join our efforts in machine reading, where we partner with premier medical centers and develop state-of-the-art deep learning and natural language processing technology to extract knowledge from tens of millions of research publications, distill patient information from hundreds of millions of electronic health records, and assimilate them with billions of genomics data points to support biomedical research and clinical decision making (see Project Hanover: https://aka.ms/hanover).

#msfthealthcare #healthfutures #hanover #biomedNLP #healthcare

Responsibilities

Interns put inquiry and theory into practice. Alongside fellow doctoral candidates and some of the world’s best researchers, interns learn, collaborate, and network for life. Interns not only advance their own careers, but they also contribute to exciting research and development strides. During the 12-week internship, students are paired with mentors and expected to collaborate with other 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.

The ideal candidate will collaborate with a team of top-notch scientists, engineers, and biomedical practitioners to:

  • Analyze real-world data to explore opportunities for modeling and indirect supervision

  • Design and implement state-of-the-art systems

  • Conduct rapid experimentation and deep engagement for real-world delivery and impact

  • Propose novel approaches for unsolved research problems

Qualifications

In addition to the qualifications below, 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.

Required Qualifications

  • Must be currently enrolled in a PhD program in Computer Science, or a related STEM field.

Preferred Qualifications

  • Must have 1+ year experience with machine learning, natural language processing, or related field

  • Passionate about real-world applications and impact

  • Strong verbal and writing communication skills

  • Track record of publications in top ML or NLP venues

  • Experience with large datasets and distributed computing

  • Experience with deep learning platforms, such as PyTorch, Tensor Flow, CNTK

  • Experience in working with biomedical data a plus; willingness to learn a mus

Microsoft is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to age, ancestry, color, family or medical care leave, gender identity or expression, genetic information, marital status, medical condition, national origin, physical or mental disability, political affiliation, protected veteran status, race, religion, sex (including pregnancy), sexual orientation, or any other characteristic protected by applicable laws, regulations and ordinances. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request via the Accommodation request form.

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