NLP Specialist | Tufts University

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Inserito il 10/05/2019

from "Humanist"

Viewing technology in the context of work, scholarship and campus life, TTS is a university-wide service organization committed to delivering technology services that support Tufts' mission of teaching, learning, research, and service.

Understanding that IT enables innovation, TTS prioritizes holistic, human- centered design strategies to create timely and intuitive services, applications and tools that differentiate the Tufts experience.

 

Across our diverse and creative teams, we engage and focus our collective talent to strengthen Tufts' strategic IT capabilities. To keep pace with our community's emerging needs, we continue to evolve our competencies across four main families of practice, including Planning and Design, Service Delivery and Operations, Data Strategy, and Academic Technology.

 

Thinking and acting strategically with technology occurs through strong partnerships and an engaged community. Additionally, for technologies to take on integral meaning to our work, we also need reliable and consistent support in using them. 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 and to enable the broadest possible access.

 

Come join our collaborative, flexible work environment, where leadership is valued at all levels of the organization, and opportunities abound to work with leading technologies and learn new skills.

 

Reporting to the Director of Academic Data 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.

 

Basic Requirements

 

  *   Bachelor's degree in related field and 1-2 years of work experience

applying analytical methods to English language textual materials.

  *   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.

 

Preferred Qualifications

 

  *   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.

  *   1 year of experience delivering instruction and training in higher

education.

  *   Experience participating in the research process in an academic setting

(humanities and/or social sciences preferred).

  *   Experience with project management.

  *   Proficiency with machine learning.

  *   Familiarity with Text Encoding Initiative (TEI) standards and best

practices.

  *   Proficiency with optical character recognition (OCR) methods and tools.

  *   Experience with software version control (Git).

  *   Experience with High Performance Compute (HPC) environments.

 

Special Work Schedule Requirements

 

  *   Occasional evening or weekend work, as well as the ability to participate

in a 24x7 on call rotation for major incident support activities.

 

An employee in this position must complete all appropriate background checks at the time of hire, promotion, or transfer.

 

Equal Opportunity Employer - minority/females/veterans/disability/sexual

orientation/gender identity.

 

Primary Location: United States-Massachusetts-Medford/Somerville

Job: IT (Information Technology)

Organization: Tufts Technology Services

Employee Status: Regular Schedule: Full-time Posting Date: Apr 29, 2019

 


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