Datasets:

jensjorisdecorte
/

skill-extraction-house

sentence stringlengths 17 996	span stringlengths 2 103	sub_span stringlengths 11 43 ⌀	label stringlengths 2 58
Description Position <ORGANIZATION> is looking for smart enthusiastic full-stack software engineers with focus on UI to take our industry-leading website to the next level .	smart	null	LABEL NOT PRESENT
Description Position <ORGANIZATION> is looking for smart enthusiastic full-stack software engineers with focus on UI to take our industry-leading website to the next level .	enthusiastic	null	show determination
Requirements 3+ years professional web development experience	web development	null	web programming
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	HTML	null	LABEL NOT PRESENT
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	CSS	null	CSS
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	LESS	null	LESS
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	SCSS	null	LABEL NOT PRESENT
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	PostCSS )	null	LABEL NOT PRESENT
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	Angular	null	Angular
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	React	null	LABEL NOT PRESENT
Strong knowledge of HTML and CSS ( LESS SCSS PostCSS ) Solid understanding of Angular React or similar JS frameworks	JS	null	JavaScript
Experience with Java C# or other backend language	Java	null	Java (computer programming)
Experience with Java C# or other backend language	C#	null	C#
Awareness of client-side compatibility and performance considerations	performance	null	UNDERSPECIFIED
Awareness of client-side compatibility and performance considerations	client-side compatibility	null	LABEL NOT PRESENT
Ability to debug issues in a full stack environment	debug issues in a full stack environment	null	debug software
SQL experience is a plus but not required	SQL	null	SQL
Team player who likes to engage with colleagues at a professional and personal level Great technical communication skills	Team player	null	work in teams
Team player who likes to engage with colleagues at a professional and personal level Great technical communication skills	engage with colleagues	null	liaise with colleagues
Team player who likes to engage with colleagues at a professional and personal level Great technical communication skills	communication skills	null	communication
The successful candidate will be expected to independently conduct the experimental work in this project .	independently conduct the experimental work	null	handle tasks independently
This entails design execution and analysis of phosphoproteomics experiments .	design execution and analysis of phosphoproteomics experiments .	design of phosphoproteomics experiments	LABEL NOT PRESENT
This entails design execution and analysis of phosphoproteomics experiments .	design execution and analysis of phosphoproteomics experiments .	execution of phosphoproteomics experiments	perform chemical experiments
This entails design execution and analysis of phosphoproteomics experiments .	design execution and analysis of phosphoproteomics experiments .	analysis of phosphoproteomics experiments	LABEL NOT PRESENT
Qualifications Candidates should have a PhD degree or equivalent .	PhD degree	null	LABEL NOT PRESENT
For this project we seek a researcher with experience in mass spectrometry-based quantitative proteomics ( preferentially phosphoproteomics ) as well as molecular biology ( vector construction protein synthesis in E .	mass spectrometry-based quantitative proteomics	null	mass spectrometry
For this project we seek a researcher with experience in mass spectrometry-based quantitative proteomics ( preferentially phosphoproteomics ) as well as molecular biology ( vector construction protein synthesis in E .	phosphoproteomics )	null	LABEL NOT PRESENT
For this project we seek a researcher with experience in mass spectrometry-based quantitative proteomics ( preferentially phosphoproteomics ) as well as molecular biology ( vector construction protein synthesis in E .	molecular biology	null	molecular biology
For this project we seek a researcher with experience in mass spectrometry-based quantitative proteomics ( preferentially phosphoproteomics ) as well as molecular biology ( vector construction protein synthesis in E .	vector construction	null	LABEL NOT PRESENT
For this project we seek a researcher with experience in mass spectrometry-based quantitative proteomics ( preferentially phosphoproteomics ) as well as molecular biology ( vector construction protein synthesis in E .	protein synthesis in E .	null	LABEL NOT PRESENT
Prior experience with research areas involving post-translational modifications would be considered an advantage .	post-translational modifications	null	LABEL NOT PRESENT
Experience with B .	B .	null	LABEL NOT PRESENT
Fluency in English excellent communication and collaborations skills as well as independence in paper and project writing are necessary prerequisites .	communication and collaborations skills	communication skills	communication
Fluency in English excellent communication and collaborations skills as well as independence in paper and project writing are necessary prerequisites .	communication and collaborations skills	collaboration skills	work in teams
Fluency in English excellent communication and collaborations skills as well as independence in paper and project writing are necessary prerequisites .	independence	null	work independently
Fluency in English excellent communication and collaborations skills as well as independence in paper and project writing are necessary prerequisites .	paper and project writing	paper writing	write scientific publications
Fluency in English excellent communication and collaborations skills as well as independence in paper and project writing are necessary prerequisites .	paper and project writing	project writing	provide written content
Fluency in English excellent communication and collaborations skills as well as independence in paper and project writing are necessary prerequisites .	English	null	English
And are you motivated by designing existing Transport Construction Maintenance processes and tools?	designing existing Transport Construction Maintenance processes	null	LABEL NOT PRESENT
Are you ready to work in a dynamic and international team?	work in a dynamic and international team?	work in a dynamic team	work in teams
Are you ready to work in a dynamic and international team?	work in a dynamic and international team?	work in an international team?	work in an international environment
As part of <ORGANIZATION> the Transport & Handling Processes team is responsible for developing and illustrating processes and concepts related to transport installation and maintenance of wind turbines .	developing and illustrating processes and concepts	developing processes	UNDERSPECIFIED
As part of <ORGANIZATION> the Transport & Handling Processes team is responsible for developing and illustrating processes and concepts related to transport installation and maintenance of wind turbines .	developing and illustrating processes and concepts	developing concepts	create new concepts
As part of <ORGANIZATION> the Transport & Handling Processes team is responsible for developing and illustrating processes and concepts related to transport installation and maintenance of wind turbines .	developing and illustrating processes and concepts	illustrating processes	LABEL NOT PRESENT
As part of <ORGANIZATION> the Transport & Handling Processes team is responsible for developing and illustrating processes and concepts related to transport installation and maintenance of wind turbines .	developing and illustrating processes and concepts	illustrating concepts	LABEL NOT PRESENT
As part of <ORGANIZATION> the Transport & Handling Processes team is responsible for developing and illustrating processes and concepts related to transport installation and maintenance of wind turbines .	transport installation and maintenance of wind turbines .	transport of wind turbines	LABEL NOT PRESENT
As part of <ORGANIZATION> the Transport & Handling Processes team is responsible for developing and illustrating processes and concepts related to transport installation and maintenance of wind turbines .	transport installation and maintenance of wind turbines .	installation of wind turbines	install onshore wind energy systems
As part of <ORGANIZATION> the Transport & Handling Processes team is responsible for developing and illustrating processes and concepts related to transport installation and maintenance of wind turbines .	transport installation and maintenance of wind turbines .	maintenance of wind turbines	maintain wind turbines
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	Develop construction concepts	null	LABEL NOT PRESENT
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	Ensure that market requirements and best practice is included	Ensure that market requirements is included	LABEL NOT PRESENT
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	Ensure that market requirements and best practice is included	Ensure that best practice is included	LABEL NOT PRESENT
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	drive new product development	null	develop new products
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	ensure full value chain perspective in new products	null	LABEL NOT PRESENT
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	Optimize construction	null	oversee construction project
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	cost reduction	null	cost management
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	quality improvements	null	LABEL NOT PRESENT
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	Collection of improvement suggestions and best practice	Collection of improvement suggestions	LABEL NOT PRESENT
In relation to construction our responsibilities are to: Develop construction concepts for new <ORGANIZATION> products in collaboration with <ORGANIZATION> designers Ensure that market requirements and best practice is included in <ORGANIZATION> design To drive new product development to ensure <ORGANIZATION> design enables cost optimized construction solutions and ensure full value chain perspective in new products Optimize construction in terms of cost reduction and quality improvements Collection of improvement suggestions and best practice from a range of global stakeholders Responsibilities	Collection of improvement suggestions and best practice	Collection of best practice	LABEL NOT PRESENT
Your main responsibilities will be to: Plan and ensure development of global construction work processes for new wind turbines Ensure that requirements from the operational business are included in the wind turbine & tools designs	Plan and ensure development of global construction work processes	null	LABEL NOT PRESENT
Your main responsibilities will be to: Plan and ensure development of global construction work processes for new wind turbines Ensure that requirements from the operational business are included in the wind turbine & tools designs	Ensure that requirements from the operational business are included in the wind turbine & tools designs	null	LABEL NOT PRESENT
Create new concepts for turbine installation as well as optimize existing processes	Create new concepts for turbine installation	null	LABEL NOT PRESENT
Create new concepts for turbine installation as well as optimize existing processes	optimize existing processes	null	identify process improvements
Take part in testing verifying at site	testing verifying at site	null	UNDERSPECIFIED
0-3 years of experience within production supply chain production installation maintenance or other handling of wind turbines or other large components in other industries	production	null	production processes
0-3 years of experience within production supply chain production installation maintenance or other handling of wind turbines or other large components in other industries	supply chain	null	supply chain principles
0-3 years of experience within production supply chain production installation maintenance or other handling of wind turbines or other large components in other industries	production	null	production processes
0-3 years of experience within production supply chain production installation maintenance or other handling of wind turbines or other large components in other industries	installation	null	UNDERSPECIFIED
0-3 years of experience within production supply chain production installation maintenance or other handling of wind turbines or other large components in other industries	maintenance	null	maintenance operations
You hold a B.Sc .	B.Sc .	null	LABEL NOT PRESENT
degree in Production Mechanical Electrical Marine Engineering ( or similar ) and might be newly educated	Production Mechanical Electrical Marine Engineering	null	marine engineering
Knowledge about LEAN Value stream Mapping Process Mapping ( production or development ) Competencies	LEAN	null	lean manufacturing
Knowledge about LEAN Value stream Mapping Process Mapping ( production or development ) Competencies	Value stream Mapping	null	LABEL NOT PRESENT
Knowledge about LEAN Value stream Mapping Process Mapping ( production or development ) Competencies	Process Mapping ( production or development )	null	LABEL NOT PRESENT
You are able to develop processes or concepts for larger components in either wind or maritime industry or similar	develop processes or concepts for larger components	null	LABEL NOT PRESENT
You have a good understanding of risk assessment tools ( PFMEA process mapping etc. ) You possess good communication and presentation skills in English both written and verbal	risk assessment tools	null	assess risk factors
You have a good understanding of risk assessment tools ( PFMEA process mapping etc. ) You possess good communication and presentation skills in English both written and verbal	PFMEA	null	LABEL NOT PRESENT
You have a good understanding of risk assessment tools ( PFMEA process mapping etc. ) You possess good communication and presentation skills in English both written and verbal	communication	null	communication
You have a good understanding of risk assessment tools ( PFMEA process mapping etc. ) You possess good communication and presentation skills in English both written and verbal	process mapping	null	LABEL NOT PRESENT
You have a good understanding of risk assessment tools ( PFMEA process mapping etc. ) You possess good communication and presentation skills in English both written and verbal	presentation skills	null	LABEL NOT PRESENT
You have a good understanding of risk assessment tools ( PFMEA process mapping etc. ) You possess good communication and presentation skills in English both written and verbal	English	null	English
You are capable of cooperating with colleagues in a professional and positive manner	cooperating with colleagues	null	cooperate with colleagues
You have a proactive mindset and the ability to keep an overview in stressed situations	proactive mindset	null	think proactively
You have a proactive mindset and the ability to keep an overview in stressed situations	keep an overview in stressed situations	null	handle stressful situations
As a person you are outgoing of nature and you possess natural project management skills	outgoing	null	LABEL NOT PRESENT
As a person you are outgoing of nature and you possess natural project management skills	project management skills	null	project management
Are you able to handle complex pricing calculations?	handle complex pricing calculations?	null	pricing strategies
Can you communicate quantitative analyzes in a simple understandable way?	communicate quantitative analyzes	null	communicate analytical insights
Do you want to influence the sales of large-scale projects?	influence the sales of large-scale projects?	null	implement sales strategies
In the position as Pricing Specialist you will have an important role by supporting the Electricity Sales team by carrying out pricing calculations competitor analysis and benchmarks .	supporting the Electricity Sales team	null	LABEL NOT PRESENT
In the position as Pricing Specialist you will have an important role by supporting the Electricity Sales team by carrying out pricing calculations competitor analysis and benchmarks .	pricing calculations competitor analysis	null	ensure price competitiveness
In the position as Pricing Specialist you will have an important role by supporting the Electricity Sales team by carrying out pricing calculations competitor analysis and benchmarks .	benchmarks .	null	LABEL NOT PRESENT
Your main responsible is to: Prepare pricing calculations and price-/cost analysis Present the calculations at internal meetings Prepare business cases and benchmarks to justify the calculations and to support the sales strategies Build and maintain a database of submitted offers/KPIs Ad hoc tasks as a partner for the Sales Management team	Prepare pricing calculations and price-/cost analysis	Prepare pricing calculations	LABEL NOT PRESENT
Your main responsible is to: Prepare pricing calculations and price-/cost analysis Present the calculations at internal meetings Prepare business cases and benchmarks to justify the calculations and to support the sales strategies Build and maintain a database of submitted offers/KPIs Ad hoc tasks as a partner for the Sales Management team	Prepare pricing calculations and price-/cost analysis	Prepare price-/cost analysis	LABEL NOT PRESENT
Your main responsible is to: Prepare pricing calculations and price-/cost analysis Present the calculations at internal meetings Prepare business cases and benchmarks to justify the calculations and to support the sales strategies Build and maintain a database of submitted offers/KPIs Ad hoc tasks as a partner for the Sales Management team	Present the calculations	null	communicate mathematical information
Your main responsible is to: Prepare pricing calculations and price-/cost analysis Present the calculations at internal meetings Prepare business cases and benchmarks to justify the calculations and to support the sales strategies Build and maintain a database of submitted offers/KPIs Ad hoc tasks as a partner for the Sales Management team	Prepare business cases and benchmarks	Prepare business cases	develop business case
Your main responsible is to: Prepare pricing calculations and price-/cost analysis Present the calculations at internal meetings Prepare business cases and benchmarks to justify the calculations and to support the sales strategies Build and maintain a database of submitted offers/KPIs Ad hoc tasks as a partner for the Sales Management team	Prepare business cases and benchmarks	Prepare business benchmarks	perform business analysis
Your main responsible is to: Prepare pricing calculations and price-/cost analysis Present the calculations at internal meetings Prepare business cases and benchmarks to justify the calculations and to support the sales strategies Build and maintain a database of submitted offers/KPIs Ad hoc tasks as a partner for the Sales Management team	support the sales strategies	null	sales strategies
Your main responsible is to: Prepare pricing calculations and price-/cost analysis Present the calculations at internal meetings Prepare business cases and benchmarks to justify the calculations and to support the sales strategies Build and maintain a database of submitted offers/KPIs Ad hoc tasks as a partner for the Sales Management team	Build and maintain a database of submitted offers/KPIs	null	LABEL NOT PRESENT
You must have an analytical proactive and structured workstyle with a high-quality mindset .	analytical proactive and structured workstyle	analytical workstyle	think analytically
You must have an analytical proactive and structured workstyle with a high-quality mindset .	analytical proactive and structured workstyle	proactive workstyle	think proactively

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Skill Extraction with ESCO skills - HOUSE subset

Dataset Summary

This dataset contains an extension of the HOUSE 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}},
}

Downloads last month: 308

Paper:

arxiv.org

Point of Contact:

jensjoris@techwolf.ai

Size of downloaded dataset files:

302 kB

Size of the auto-converted Parquet files:

69.7 kB

Number of rows:

1,122

Collection including jensjorisdecorte/skill-extraction-house

Skill Extraction Dataset

Collection

Datasets for skill extraction from job ads, annotated with ESCO skills on sentence or span level. • 4 items • Updated Jul 26