Named Entity Recognition Grammars Package 26.3
Named Entity Recognition Grammars User Guide

# humanresources grammar

The humanresources grammar is found in the set PBI.

entity | description | examples | components | checksum
--- | --- | --- | --- | ---
humanresources/educationhistory/nocontext/eng | A section of reported educational history matched from a resume or curriculum vitae document | B.A. Economics, Yale University, 2014 Bachelor of Science in Computer Science University of Waterloo, September 2018 Bachelor's degree in Engineering: MIT, June 2019 M.Sc. Computer Science, Stanford University, 2015-2017 MBA in Business Administration | Harvard University | 2020 | ✔️ | ❌
humanresources/employmenthistory/nocontext/eng | A section of reported employment history matched from a resume or curriculum vitae document | 2018-Present: Lead Data Scientist at OpenText Marketing Manager | Google Inc | 2015-2020 Project Manager at Microsoft Corporation. June 2022 - Present Senior Software Engineer at OpenText Inc. Jun. 2020 - Mar. 2023 Software Developer, Acme Corporation, San Francisco, CA, January 2019 - December 2021 | ✔️ | ❌

The following components are produced by the above entities.

components | description | examples | context
--- | --- | --- | ---
DATE_OBTAINED | date when a qualification or degree was obtained | 2018-09 | Bachelor of Science in Computer Science University of Waterloo, September 2018
DEGREE_LEVEL | level of degree or qualification | Bachelor of Science | Bachelor of Science in Computer Science University of Waterloo, September 2018
DEGREE_SUBJECT | subject of degree or qualification | Computer Science | Bachelor of Science in Computer Science University of Waterloo, September 2018
EDUCATION_END | end date of an education period | 2017 | M.Sc. Computer Science, Stanford University, 2015-2017
EDUCATION_START | start date of an education period | 2015 | M.Sc. Computer Science, Stanford University, 2015-2017
EMPLOYING_COMPANY | company name of employer | OpenText Inc. | Senior Software Engineer at OpenText Inc. Jun. 2020 - Mar. 2023
EMPLOYMENT_END | end date of an employment period | 2023-03 | Senior Software Engineer at OpenText Inc. Jun. 2020 - Mar. 2023
EMPLOYMENT_START | start date of an employment period | 2020-06 | Senior Software Engineer at OpenText Inc. Jun. 2020 - Mar. 2023
PROFESSION_ROLE | job title or profession | Senior Software Engineer | Senior Software Engineer at OpenText Inc. Jun. 2020 - Mar. 2023
UNIVERSITY | university name | University of Waterloo | Bachelor of Science in Computer Science University of Waterloo, September 2018

In the tables, ✔️ indicates that the item is always used, and ❌ that the item is never used. The ✓ symbol indicates that the item is only used for some entities (that is, for some but not all countries or languages). For details, refer to the relevant entity page.

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Version 26.3 | Last updated July 2026

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Product: Named Entity Recognition Grammars Package 26.3

Topic Title: humanresources grammar