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Software Engineer Internship (NLP / Machine Learning Engineer)

Description

Internship will take place early June – mid-August

 

You will work side-by-side with Natural Language Processing and Machine Learning industry experts who are dedicated to helping you learn and grow your analytical, technical and communication skills

 

Assist the processing and learning groups with the following projects:

  • Model selection for two NLP projects by identifying a set of models appropriate for sentence boundary detection.
  • Identify a set of models appropriate for tabular data detection from plain text.

  • Develop additional tooling to evaluate new NLP domain ontologies.

  • Implement interface for gathering human judgements for search results.

  • Develop pipeline for evaluating and conducting significance tests of search results from different information retrieval systems.

  • Work on projects that make an impact on patient care while gaining knowledge on how we provide Life Changing Medicine 

 

We’re looking for students who…
• Are passionate and determined to make a difference.
• Want to be a game changer and create new ways of thinking and executing.
• Believe in our Core Values. They are not just written on the walls. We demonstrate our commitment to these values daily.
• Have emerging leadership abilities, entrepreneurial spirit, and thrive in a collaborative environment.
• Care about the work they do, the people we work with and the patients we work for.
• Pride themselves on their integrity. It’s not just about the work we do, but how we do it 

 

Qualifications

  • Current Junior or Senior pursuing a Bachelor’s degree or Graduate degree program
  • Majoring in Computer Science, Data Analytics, Information Systems Management, Information Technology, or related field required
  • Familiarity/interest in search engines and information retrieval
  • Familiarity with desktop or web GUI development
  • Preferred skills and interest:

    • Machine learning

      • Deep Generative Models

      • Causal inference

      • Sequence models

    • Biomedical Informatics

      • Biomedical terminologies

    • Programming

      • Java

      • JavaScript

      • JavaFX/UX development

      • Spring Boot

      • Lucene/Apache

      • Solr/Elastic Search

      • Python

      • Ruby


    Availability to participate in a full-time internship from early June to August 2019 for approximately 10 weeks with minimal absence


Location: Pittsburgh, PA, United States
Job ID: 769931

UPMC is an equal opportunity employer.
Minority / Females / Veterans / Individuals with Disabilities