Datasets:

jensjorisdecorte
/

skill-extraction-tech

sentence stringlengths 3 270	span stringlengths 2 90	sub_span stringclasses 43 values	label stringlengths 3 38
javascript reactjs java	javascript	null	JavaScript
javascript reactjs java	reactjs	null	LABEL NOT PRESENT
javascript reactjs java	java	null	Java (computer programming)
javascript reactjs java	javascript	null	JavaScript
javascript reactjs java	reactjs	null	LABEL NOT PRESENT
javascript reactjs java	java	null	Java (computer programming)
As a member of our <ORGANIZATION> <ORGANIZATION> <ORGANIZATION> we look first and foremost for people who are passionate around solving business problems through innovation and engineering practices .	solving business problems	null	solve problems
As a member of our <ORGANIZATION> <ORGANIZATION> <ORGANIZATION> we look first and foremost for people who are passionate around solving business problems through innovation and engineering practices .	innovation and engineering practices .	innovation practices	innovation processes
As a member of our <ORGANIZATION> <ORGANIZATION> <ORGANIZATION> we look first and foremost for people who are passionate around solving business problems through innovation and engineering practices .	innovation and engineering practices .	engineering practices	engineering principles
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	apply your depth of knowledge and expertise	apply your depth of knowledge	UNDERSPECIFIED
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	apply your depth of knowledge and expertise	apply your expertise	UNDERSPECIFIED
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	partner continuously with your many stakeholders	null	manage relationships with stakeholders
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	stay focused on common goals .	null	identify with the company's goals
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	software development lifecycle	null	systems development life-cycle
This opportunity requires a highly motivated candidate to work in a small and talented software development team in order to deliver of a next-generation analytics products for our institutional client base .	motivated	null	show determination
This opportunity requires a highly motivated candidate to work in a small and talented software development team in order to deliver of a next-generation analytics products for our institutional client base .	deliver of a next-generation analytics products	null	LABEL NOT PRESENT
* • BS/BA degree or equivalent experience	BS/BA degree	null	LABEL NOT PRESENT
* • Advanced knowledge of application data and infrastructure architecture disciplines	application data and infrastructure architecture disciplines	application architecture disciplines	define software architecture
* • Advanced knowledge of application data and infrastructure architecture disciplines	application data and infrastructure architecture disciplines	data architecture disciplines	manage ICT data architecture
* • Advanced knowledge of application data and infrastructure architecture disciplines	application data and infrastructure architecture disciplines	infrastructure architecture disciplines	ICT infrastructure
* • Understanding of architecture and design across all systems	architecture	null	define software architecture
* • Understanding of architecture and design across all systems	design	null	UNDERSPECIFIED
* • Working proficiency in developmental toolsets	developmental toolsets	null	LABEL NOT PRESENT
* • Knowledge of industry-wide technology strategies and best practices	industry-wide technology strategies and best practices	industry-wide technology strategies	define technology strategy
* • Knowledge of industry-wide technology strategies and best practices	industry-wide technology strategies and best practices	industry-wide best practices	LABEL NOT PRESENT
* • Ability to work in large collaborative teams to achieve organizational goals and passionate about building an innovative culture	work in large collaborative teams	null	work in teams
* • Ability to work in large collaborative teams to achieve organizational goals and passionate about building an innovative culture	achieve organizational goals	null	meet commitments
* • Ability to work in large collaborative teams to achieve organizational goals and passionate about building an innovative culture	building an innovative culture	null	think innovately
* • Proficiency in one or more modern programming languages - Java and Javascript preferable	Java	null	Java (computer programming)
* • Proficiency in one or more modern programming languages - Java and Javascript preferable	Javascript	null	JavaScript
* • Understanding of software skills such as business analysis development maintenance and software improvement	business analysis	null	business analysis
* • Understanding of software skills such as business analysis development maintenance and software improvement	development	null	LABEL NOT PRESENT
* • Understanding of software skills such as business analysis development maintenance and software improvement	maintenance	null	LABEL NOT PRESENT
* • Understanding of software skills such as business analysis development maintenance and software improvement	software improvement	null	LABEL NOT PRESENT
* • In-depth HTML5 / JavaScript	HTML5	null	LABEL NOT PRESENT
* • In-depth HTML5 / JavaScript	JavaScript	null	JavaScript
* • Competent with developing multithreaded scalable concurrent applications .	developing multithreaded scalable concurrent applications .	null	use concurrent programming
* • Node JS ( server side and tooling ) * • React or similar view framework	Node JS ( server side and tooling ) *	Node JS server side	LABEL NOT PRESENT
* • Node JS ( server side and tooling ) * • React or similar view framework	Node JS ( server side and tooling ) *	Node JS tooling	LABEL NOT PRESENT
* • Node JS ( server side and tooling ) * • React or similar view framework	React	null	LABEL NOT PRESENT
java spring java-ee	java	null	Java (computer programming)
java spring java-ee	spring	null	LABEL NOT PRESENT
java spring java-ee	java-ee	null	LABEL NOT PRESENT
java spring java-ee	java	null	Java (computer programming)
java spring java-ee	spring	null	LABEL NOT PRESENT
java spring java-ee	java-ee	null	LABEL NOT PRESENT
As a member of our <ORGANIZATION> <ORGANIZATION> <ORGANIZATION> we look first and foremost for people who are passionate around solving business problems through innovation and engineering practices .	solving business problems	null	solve problems
As a member of our <ORGANIZATION> <ORGANIZATION> <ORGANIZATION> we look first and foremost for people who are passionate around solving business problems through innovation and engineering practices .	innovation and engineering practices .	innovation practices	innovation processes
As a member of our <ORGANIZATION> <ORGANIZATION> <ORGANIZATION> we look first and foremost for people who are passionate around solving business problems through innovation and engineering practices .	innovation and engineering practices .	engineering practices	engineering principles
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	apply your depth of knowledge and expertise	apply your depth of knowledge	UNDERSPECIFIED
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	apply your depth of knowledge and expertise	apply your expertise	UNDERSPECIFIED
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	partner continuously with your many stakeholders	null	manage relationships with stakeholders
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	stay focused on common goals .	null	identify with the company's goals
You'll be required to apply your depth of knowledge and expertise to all aspects of the software development lifecycle as well as partner continuously with your many stakeholders on a daily basis to stay focused on common goals .	software development lifecycle	null	systems development life-cycle
* BS/BA degree or equivalent experience	BS/BA degree	null	LABEL NOT PRESENT
* Java Spring Boot NoSQL Message Cloud CI/CD Experience	Java	null	Java (computer programming)
* Java Spring Boot NoSQL Message Cloud CI/CD Experience	Spring Boot	null	LABEL NOT PRESENT
* Java Spring Boot NoSQL Message Cloud CI/CD Experience	NoSQL	null	NoSQL
* Java Spring Boot NoSQL Message Cloud CI/CD Experience	Message	null	LABEL NOT PRESENT
* Java Spring Boot NoSQL Message Cloud CI/CD Experience	Cloud	null	cloud technologies
* Java Spring Boot NoSQL Message Cloud CI/CD Experience	CI/CD	null	LABEL NOT PRESENT
* Advanced knowledge of application data and infrastructure architecture disciplines	application data and infrastructure architecture disciplines	application architecture disciplines	define software architecture
* Advanced knowledge of application data and infrastructure architecture disciplines	application data and infrastructure architecture disciplines	data architecture disciplines	manage ICT data architecture
* Advanced knowledge of application data and infrastructure architecture disciplines	application data and infrastructure architecture disciplines	infrastructure architecture disciplines	ICT infrastructure
* Understanding of architecture and design across all systems	architecture	null	define software architecture
* Understanding of architecture and design across all systems	design	null	LABEL NOT PRESENT
* Working proficiency in developmental toolsets	developmental toolsets	null	LABEL NOT PRESENT
* Knowledge of industry-wide technology trends and best practices	industry-wide technology trends and best practices	industry-wide technology trends	monitor technology trends
* Knowledge of industry-wide technology trends and best practices	industry-wide technology trends and best practices	industry-wide best practices	LABEL NOT PRESENT
* Ability to work in large collaborative teams to achieve organizational goals	work in large collaborative teams	null	work in teams
* Ability to work in large collaborative teams to achieve organizational goals	achieve organizational goals	null	meet commitments
* Passionate about building an innovative culture	building an innovative culture	null	think innovately
Proficiency in one or more modern programming languages	modern programming languages	null	computer programming
* Understanding of software skills such as business analysis development maintenance and software improvement	development	null	UNDERSPECIFIED
* Understanding of software skills such as business analysis development maintenance and software improvement	maintenance	null	UNDERSPECIFIED
* Understanding of software skills such as business analysis development maintenance and software improvement	software improvement	null	LABEL NOT PRESENT
* Understanding of software skills such as business analysis development maintenance and software improvement	business analysis	null	business analysis
Industry: Financial Technology SaaS wealthtech	Financial Technology	null	financial engineering
Industry: Financial Technology SaaS wealthtech	SaaS	null	SaaS (service-oriented modelling)
Industry: Financial Technology SaaS wealthtech	wealthtech	null	LABEL NOT PRESENT
azure . net asp.net-web-api powershell json.net	azure	null	LABEL NOT PRESENT
azure . net asp.net-web-api powershell json.net	. net	null	Visual Studio .NET
azure . net asp.net-web-api powershell json.net	asp.net-web-api	null	ASP.NET
azure . net asp.net-web-api powershell json.net	powershell	null	LABEL NOT PRESENT
azure . net asp.net-web-api powershell json.net	json.net	null	LABEL NOT PRESENT
Financial Technology SaaS wealthtech	Financial Technology	null	financial engineering
Financial Technology SaaS wealthtech	SaaS	null	SaaS (service-oriented modelling)
Financial Technology SaaS wealthtech	wealthtech	null	LABEL NOT PRESENT
azure . net asp.net-web-api powershell json.net	azure	null	LABEL NOT PRESENT
azure . net asp.net-web-api powershell json.net	. net	null	Visual Studio .NET
azure . net asp.net-web-api powershell json.net	asp.net-web-api	null	ASP.NET
azure . net asp.net-web-api powershell json.net	powershell	null	LABEL NOT PRESENT
azure . net asp.net-web-api powershell json.net	json.net	null	LABEL NOT PRESENT
Open for continuous change with passion for automation and proven experience with Azure PaaS microservices . NET PowerShell and MS SQL you will enable us to further develop our enterprise wealth management platform by allowing us to move faster without breaking things .	automation	null	automation technology
Open for continuous change with passion for automation and proven experience with Azure PaaS microservices . NET PowerShell and MS SQL you will enable us to further develop our enterprise wealth management platform by allowing us to move faster without breaking things .	Azure PaaS	null	LABEL NOT PRESENT
Open for continuous change with passion for automation and proven experience with Azure PaaS microservices . NET PowerShell and MS SQL you will enable us to further develop our enterprise wealth management platform by allowing us to move faster without breaking things .	microservices	null	LABEL NOT PRESENT
Open for continuous change with passion for automation and proven experience with Azure PaaS microservices . NET PowerShell and MS SQL you will enable us to further develop our enterprise wealth management platform by allowing us to move faster without breaking things .	. NET	null	Visual Studio .NET
Open for continuous change with passion for automation and proven experience with Azure PaaS microservices . NET PowerShell and MS SQL you will enable us to further develop our enterprise wealth management platform by allowing us to move faster without breaking things .	PowerShell	null	LABEL NOT PRESENT
Open for continuous change with passion for automation and proven experience with Azure PaaS microservices . NET PowerShell and MS SQL you will enable us to further develop our enterprise wealth management platform by allowing us to move faster without breaking things .	Open for continuous change	null	adapt to changing situations
Open for continuous change with passion for automation and proven experience with Azure PaaS microservices . NET PowerShell and MS SQL you will enable us to further develop our enterprise wealth management platform by allowing us to move faster without breaking things .	MS SQL	null	SQL Server

End of preview. Expand in Dataset Viewer.

Skill Extraction with ESCO skills - TECH subset

Dataset Summary

This dataset contains an extension of the TECH subset form the SkillSpan dataset, in which spans of skill mentions in sentences have been labeled with corresponding ESCO skills (ESCO v1.1.0).

This dataset is part of a three-part evaluation dataset for skill extraction:

Citation Information

If you use this dataset, please include the following reference:

@inproceedings{decorte2022design,
  articleno    = {{4}},
  author       = {{Decorte, Jens-Joris and Van Hautte, Jeroen and Deleu, Johannes and Develder, Chris and Demeester, Thomas}},
  booktitle    = {{Proceedings of the 2nd Workshop on Recommender Systems for Human Resources (RecSys-in-HR 2022)}},
  editor       = {{Kaya, Mesut and Bogers, Toine and Graus, David and Mesbah, Sepideh and Johnson, Chris and Gutiérrez, Francisco}},
  isbn         = {{9781450398565}},
  issn         = {{1613-0073}},
  language     = {{eng}},
  location     = {{Seatle, USA}},
  pages        = {{7}},
  publisher    = {{CEUR}},
  title        = {{Design of negative sampling strategies for distantly supervised skill extraction}},
  url          = {{https://ceur-ws.org/Vol-3218/RecSysHR2022-paper_4.pdf}},
  volume       = {{3218}},
  year         = {{2022}},
}