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Job ID: 192165

Digital Humanities NLP Specialist
Tufts University


Date Posted Aug. 12, 2022
Title Digital Humanities NLP Specialist
University Tufts University
Somerville, MA, United States
Department Tufts University
Application Deadline Open until filled
Position Start Date Available immediately
 
 
  • Professional Staff
  • Research/Technical/Laboratory
    Information Technology
 
 

Overview

Tufts Technology Services (TTS) is a university-wide service organization committed to delivering technology solutions in support of Tufts’ mission of teaching, learning, research, innovation, and sustainability. With staff across all of Tufts’ campuses, as well as a 24x7 IT Service Desk, we collaborate with schools and divisions to meet the demands of a global, mobile community. We promote a collaborative, flexible work environment, embrace diversity and inclusion, and encourage personal and professional development. Learn more about TTS on our website.

 


What You'll Do

Reporting to the Manager of Data Science Services, the Digital Humanities Natural Language Processing (NLP) Specialist is responsible for working closely with a diverse client base comprised of faculty, students, and staff to help them utilize computationally-intensive methods and technology applied to a vast array of contemporary and historical textual source material to achieve their scholarly teaching and research goals. Support for computationally intensive textual scholarship includes cutting-edge methods and tools for text analysis, text mining, natural language processing (NLP), machine learning (neural nets, deep learning), social network analysis, web scraping, etc. Key responsibilities of this position include working with members of TTS Research Technology to provide consulting services to faculty, students, and staff from a wide range of departments and academic disciplines; to assist them in the design and development of complex projects from initial concept to delivery; and to provide support, education, and outreach. Responsibilities also include working closely with faculty and university leadership to advance research and to advance university initiatives and programs related to data science and digital humanities.  The Digital Humanities NLP Specialist also works closely with the Data Lab team to coordinate the text analysis service portion of the Tufts Data Labs, state-of-the-art teaching and research spaces for data analysis and visualization. This includes assistance with maintenance of hardware, software, and systems infrastructure.


What We're Looking For

Minimum Required Experience, Education, Background, And Certifications/Licenses
·       Skills and knowledge typically acquired through a Bachelor’s Degree in related field (computer science, digital humanities, data science, engineering, etc.) and 2+ years’ experience OR Master’s Degree in related field (digital humanities, computer science, data science, engineering, etc.) with significant coursework in applying analytical methods to textual materials with teaching assistant and research assistant experience.

·       Proficiency with Natural Language Processing (NLP) tasks such as named entity recognition (NER), syntactic parsing, sentiment analysis, etc.

Proficiency in other text analysis tasks such as topic modeling, social network analysis, web scraping, document classification, etc.
Proficiency in Python programming language.
·       Demonstrated ability to build and engage with an active intellectual community, including working collaboratively and building partnerships across disciplines.

·       Demonstrated analytical and innovative problem-solving skills. Strong written and oral communication skills. Strong presentation skills.

·       Works well under pressure and under tight deadlines, and produces quality deliverables to clients on time and in accordance with functional specifications.
Additional Preferred Experience, Education, etc. 
Master’s degree in humanities or social sciences with advanced technological experience or computer science degree with significant experience and/or additional education in the humanities and social sciences.
·       Strong background and understanding of digital humanities and related concepts with strong knowledge and ability to use digital humanities methods and technologies in a variety of research areas and applications.

·       Experience applying analytical and computational methods to non-English language textual materials.

·       One-year experience delivering instruction and training in higher education

·       Experience participating in the research process in an academic setting: Humanities and/or Social Sciences preferred.

Proficiency with machine learning.
Experience with at least one deep learning framework (PyTorch/Tensorflow).
Familiarity with Text Encoding Initiative (TEI) standards and best practices.
Familiarity with multilingual machine translation tools, such as XLM-R and M2M100.
Proficiency with optical character recognition (OCR) methods and tools.
Experience with software version control (Git).
Experience with High Performance Compute (HPC) environments.
 
An employee in this position must complete all appropriate background checks at the time of hire, promotion, or transfer.


 
Please reference AcademicKeys.com in your cover letter when
applying for or inquiring about this job announcement.
 
 

Contact Information

 
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