Datasets:

jensjorisdecorte
/

Synthetic-ESCO-skill-sentences

sentence stringlengths 27 388	skill stringlengths 1 87
the ideal candidate for this position should be able to advise customers on sewing patterns based on their needs	advise customers on sewing patterns
we need an employee who is able to assist our customers with their sewing patterns requests while providing excellent customer service experience.	advise customers on sewing patterns
if you possess good communication skills and have knowledge of sewing patterns, you can strive as a successful employee in this job	advise customers on sewing patterns
Looking for a sales representative who can help advise customers on sewing patterns for clothing.	advise customers on sewing patterns
In search of a sewing instructor to provide expertise and instruction to customers on the best sewing patterns for their projects.	advise customers on sewing patterns
We're seeking a sewing enthusiast to join our team and provide expert advice and assistance to customers about the appropriate sewing pattern for their project.	advise customers on sewing patterns
we are looking for an experienced employee who understands different sewing patterns and can assist customers in their selection	advise customers on sewing patterns
We are hiring a customer service representative with a passion for all things sewing! You will be in charge of advising customers and helping them find the perfect pattern for their crafting project.	advise customers on sewing patterns
Wanted: a customer service representative who is familiar with sewing patterns and can assist customers in selecting the right one for their project.	advise customers on sewing patterns
the job requires the ability to provide expert advice to customers on sewing patterns that best suit their preferences and style	advise customers on sewing patterns
we are seeking an individual with knowledge in urban planning law	urban planning law
urban planning law experience required for this position	urban planning law
understanding of legislative developments and regulations regarding construction is essential	urban planning law
the successful candidate will be responsible for ensuring that our projects comply with all relevant laws and regulations, particularly as they relate to urban planning and construction.	urban planning law
if you have a background in law and a passion for urban planning, this may be the perfect opportunity for you to apply your skills in a meaningful way.	urban planning law
experience with environmental, sustainability, social, and financial matters as they relate to urban planning law is a plus.	urban planning law
we are looking for an individual who is well-versed in urban planning law, particularly when it comes to investments and development agreements.	urban planning law
the ideal candidate has a background in urban planning law and sustainability practices	urban planning law
applicants should have experience negotiating urban development agreements and handling land use issues	urban planning law
the ideal candidate should have knowledge of the latest legislative developments in the area of construction and urban planning law.	urban planning law
Attention adrenaline junkies! Apply your advanced driving techniques in a stimulating and rewarding environment.	apply advanced driving techniques
the ideal candidate will have experience in evasive driving techniques	apply advanced driving techniques
Seeking skilled drivers who apply advanced driving techniques in dangerous situations.	apply advanced driving techniques
We are looking for a driver with experience and a demonstrated ability to drive defensively and apply advanced driving techniques.	apply advanced driving techniques
We are looking for a driver who can demonstrate advanced driving techniques such as skid control and obstacle avoidance.	apply advanced driving techniques
the position requires the ability to perform intricate driving maneuvers and utilize advanced driving techniques	apply advanced driving techniques
looking for drivers who have mastered advanced driving techniques for a security detail position	apply advanced driving techniques
Must be skilled in applying defensive and evasive driving techniques to avoid dangerous situations on the road.	apply advanced driving techniques
requires proficiency in advanced driving techniques to handle high-speed pursuits	apply advanced driving techniques
must be able to apply advanced driving techniques in emergency situations	apply advanced driving techniques
we are seeking candidates with experience in transferring bricks	transfer bricks
must be familiar with the proper techniques for transferring and stacking bricks	transfer bricks
must be able to safely and efficiently transfer bricks	transfer bricks
position involves standing for extended periods and lifting heavy loads while transferring bricks	transfer bricks
demonstrated ability to transfer bricks in a high-pressure environment	transfer bricks
successful candidates will have experience maneuvering heavy objects, such as transferring bricks	transfer bricks
ability to lift and transfer bricks according to specifications required	transfer bricks
brick manufacturing company seeking individuals with experience transferring bricks	transfer bricks
responsible for transferring bricks from the production area to the kiln	transfer bricks
applicants must be able to meet production standards for transferring bricks	transfer bricks
Candidate must be able to safely and efficiently remove processed workpieces in a fast-paced manufacturing environment.	remove processed workpiece
Position involves frequent use of machinery, and some physical labor may be required.	remove processed workpiece
the ideal candidate should be knowledgeable in removing processed workpieces from various manufacturing machines.	remove processed workpiece
the job requires an individual who possess the ability to work in a fast-paced environment when removing processed workpieces.	remove processed workpiece
Successful candidate will have experience removing processed workpieces from a variety of manufacturing machines.	remove processed workpiece
looking for someone with experience removing processed workpieces from machine tools.	remove processed workpiece
must be able to adapt to changes in the speed and movement of the conveyor belt when removing processed workpieces.	remove processed workpiece
Ability to handle quick, continuous movement required for removal from conveyor belts.	remove processed workpiece
Requires the safe removal of processed workpieces from machinery.	remove processed workpiece
must be able to remove processed workpieces from the conveyor belt quickly and efficiently.	remove processed workpiece
we are looking for an expert in the legal requirements of ICT products.	legal requirements of ICT products
We are looking for someone who is capable of assessing and mitigating risks associated with legal requirements of ICT products.	legal requirements of ICT products
understanding of the legal and regulatory framework governing the use of ICT products is an advantage.	legal requirements of ICT products
Our ideal candidate must be knowledgeable in legal requirements of ICT products.	legal requirements of ICT products
The Legal Requirements of ICT Products Manager will be responsible for ensuring compliance with the international regulations related to the development and use of ICT products.	legal requirements of ICT products
Familiarity with international and regional legal requirements of ICT products is a requirement for this role.	legal requirements of ICT products
we require someone who can ensure that our ICT products comply with all relevant legal requirements.	legal requirements of ICT products
Experience in regulatory affairs and knowledge of legal requirements of ICT products is a plus.	legal requirements of ICT products
a solid knowledge of the laws and regulations related to the development and use of ICT products is required for this role.	legal requirements of ICT products
familiarity with international regulations related to ICT products is a must.	legal requirements of ICT products
The role requires someone who is detail-oriented and can effectively process incident reports for prevention.	process incident reports for prevention
Looking for someone with experience processing incident reports for prevention in a high-risk environment.	process incident reports for prevention
our team needs someone who is comfortable working in a fast-paced environment and can handle a high volume of incident reports.	process incident reports for prevention
Seeking a proactive professional that can analyze and process incident reports for prevention purposes	process incident reports for prevention
The ideal candidate needs to have the skills to effectively process incident reports for prevention.	process incident reports for prevention
seeking a specialist to process incident reports in order to ensure the safety of our staff and students	process incident reports for prevention
we need someone with a keen eye for detail and strong analytical skills to process incident reports in a timely and effective manner.	process incident reports for prevention
the ability to effectively communicate with various stakeholders and provide recommendations for future prevention is a key component of this role.	process incident reports for prevention
the ideal candidate will have experience with reviewing and processing incident reports with an emphasis on prevention.	process incident reports for prevention
Experience in identifying contributing factors to incidents and recommending preventative measures.	process incident reports for prevention
Experience using a multimeter to troubleshoot electrical failures in vehicles is strongly preferred for this position.	vehicle electrical systems
experienced candidates, comfortable with diagnostics, troubleshooting, and repairing malfunctions in automotive electrics are preferred for this position.	vehicle electrical systems
a degree in automotive technology or equivalent experience with vehicle electrical systems is required for this position.	vehicle electrical systems
operate a variety of diagnostic equipment to diagnose and repair simple and complex malfunctions in the vehicle electrical system	vehicle electrical systems
We are looking for candidates with solid knowledge of vehicle electrical systems.	vehicle electrical systems
knowledge of vehicle electrical systems is a must for this auto mechanic position	vehicle electrical systems
we are looking for someone who specializes in vehicle electrical systems	vehicle electrical systems
The ability to diagnose and repair electrical malfunctions in vehicles is a must-have skill for this job.	vehicle electrical systems
In-depth knowledge of electrical safety procedures is essential when working with vehicle electrical systems.	vehicle electrical systems
demonstrate expertise in automotive electrical systems, including starter, ignition, charging, lighting and electrical accessory systems, using HILS, lab scopes, and other diagnostics instruments	vehicle electrical systems
ideal candidates will have experience troubleshooting complex machinery, diagnosing issues, and communicating problems to management in a timely and effective manner.	install electrical mining machinery
the ideal candidate should have a strong attention to detail to ensure the machinery is installed according to the specs	install electrical mining machinery
this position would suit someone who is confident in their hand-eye coordination and spatial awareness.	install electrical mining machinery
we're seeking a skilled technician with extensive experience installing and maintaining electrical mining equipment.	install electrical mining machinery
applicants must possess strong hand and eye coordination along with spatial awareness to succeed in this role.	install electrical mining machinery
we are seeking an experienced electrician who can competently install mining machinery	install electrical mining machinery
can you easily translate technical drawings and build electrical mining machines from scratch?	install electrical mining machinery
attention to detail is critical when working with complex electrical systems and components, and a strong safety record is a must.	install electrical mining machinery
are you able to work accurately and quickly under deadline pressure?	install electrical mining machinery
must be able to demonstrate previous experience installing electrical mining machinery in order to be considered.	install electrical mining machinery
We're looking for someone with experience in assessing the visual impact of displays in a retail environment.	assess visual impact of displays
candidates should be able to analyse feedback from customers and co-workers about the visual impact of displays and make adjustments as required.	assess visual impact of displays
As a visual merchandiser, it is essential that you are able to critically assess the visual impact of displays and adjust them based on feedback from customers and colleagues.	assess visual impact of displays
We are currently seeking someone with a good eye for assessing the visual impact of displays.	assess visual impact of displays
The ideal candidate for this role should be able to analyze customer feedback and make changes to displays accordingly.	assess visual impact of displays
attention to detail is a must when assessing and implementing changes to displays.	assess visual impact of displays
looking for someone with experience being able to assess the visual impact of displays in a retail setting.	assess visual impact of displays
experience with visual merchandising and design is a plus, but not required.	assess visual impact of displays
ability to think creatively and come up with innovative ways to improve the visual impact of displays is highly desired.	assess visual impact of displays
The role requires someone with the ability to analyze visual merchandising techniques and make recommendations to improve sales and customer engagement based on feedback.	assess visual impact of displays

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Synthetic job ads for all ESCO skills

Dataset Summary

This dataset contains 10 synthetically generated job ad sentences for almost all (99.5%) skills in ESCO v1.1.0.

Languages

We use the English version of ESCO, and all generated sentences are in English.

Dataset Structure

The dataset consists of 138,260 (sentence, skill) pairs.

Citation Information

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

@article{decorte2023extreme,
  title={Extreme multi-label skill extraction training using large language models},
  author={Decorte, Jens-Joris and Verlinden, Severine and Van Hautte, Jeroen and Deleu, Johannes and Develder, Chris and Demeester, Thomas},
  journal={arXiv preprint arXiv:2307.10778},
  year={2023}
}