Datasets:

jensjorisdecorte
/

skill-extraction-techwolf

sentence stringlengths 4 848	label stringlengths 2 53
* Strong Mechanical Background/Experience	mechanics
* Food Manufacturing	food engineering
* Food Safety	food safety principles
* Butchery	slaughter animals
* Knife Skills	handle knives
An ambitious, outgoing, dedicated personality, able to use their initiative whilst in the field	show determination
An ambitious, outgoing, dedicated personality, able to use their initiative whilst in the field	show commitment
An ambitious, outgoing, dedicated personality, able to use their initiative whilst in the field	show initiative
* A background in business development and generating new clients	sales strategies
* A background in business development and generating new clients	identify new business opportunities
* Able to demonstrate Customer Service skills	customer service
* Able to manage your time effectively and efficiently	manage time
* Able to work towards and achieve set targets and KPIs	achieve sales targets
* Full valid UK driving Licence is required	drive vehicles
* strong people management or team leadership skills,	lead a team
* customer relationship, service (ITIL) and documentation experience	apply operations for an ITIL-based environment
* customer relationship, service (ITIL) and documentation experience	customer relationship management
* customer relationship, service (ITIL) and documentation experience	provide documentation
* ideally a background in a software or technology company, working with the development and/or support of applications, SaaS or cloud	SaaS (service-oriented modelling)
* ideally a background in a software or technology company, working with the development and/or support of applications, SaaS or cloud	cloud technologies
* an excellent understanding of customers' needs	identify customer's needs
* be able to multitask, prioritise and perform well under pressure.,	perform multiple tasks at the same time
* be able to multitask, prioritise and perform well under pressure.,	cope with stress
Reporting to the CTO and CFO you will be the company POC for Dynamics 365, demonstrating an expert level of knowledge in the Dynamics AX (Axapta) product suite.	manage standard enterprise resource planning system
Your first take will be to manage the implementation and build a small team of Enterprise Systems Developers around you.	manage a team
It is expected that the Enterprise Systems Development Manager can interact with all levels of the organisation and display excellent people and project management skills.	liaise with colleagues
It is expected that the Enterprise Systems Development Manager can interact with all levels of the organisation and display excellent people and project management skills.	lead others
It is expected that the Enterprise Systems Development Manager can interact with all levels of the organisation and display excellent people and project management skills.	project management
This role would suit a highly motivated individual with exceptional communication skills looking for a fast evolving role in a high growth environment.	use communication techniques
This role would suit a highly motivated individual with exceptional communication skills looking for a fast evolving role in a high growth environment.	adapt to change
* Proven sales experience and formal presentation skills indeally within Business Travel	sales strategies
* Proven sales experience and formal presentation skills indeally within Business Travel	give live presentation
* Management or Senior Management experience	own management skills
* Excellent communication skills both written and verbal	use different communication channels
* Excellent communication skills both written and verbal	use communication techniques
* Ability to build and retain customer relationships	maintain relationship with customers
* Experience in Business Travel an advantage The Corporate Sales Manager would ideally suit a dynamic New Business Development Manager with a proven record of success within the Business Travel Industry	manage sales teams
occupational requirement under Schedule 9 of the Equality Act 2010 for this post to be held by a Christian who assents to our statement of faith	Christianity
- Strong IT skills (Microsoft Office packages)	use microsoft office
- Strong IT skills (Microsoft Office packages)	use IT tools
- High standard of written English essential	write English
- A proven track record of developing, implementing & integrating safety procedures	plan health and safety procedures
- An understanding of the regulatory sector & the management of risk	construction legal systems
- An understanding of the regulatory sector & the management of risk	risk management
- Must have relevant construction sector knowledge & experience within Civils, Infrastructure & RC works.	construction industry
- Must have relevant construction sector knowledge & experience within Civils, Infrastructure & RC works.	civil engineering
- Must have relevant construction sector knowledge & experience within Civils, Infrastructure & RC works.	reinforce concrete
The ideal candidate will have customer services / account management experience ideally gained within the relocation or property industries.	customer service
The ideal candidate will have customer services / account management experience ideally gained within the relocation or property industries.	real estate market
- Familiar with Tenancy Agreements and Premium Leases.	leasing process
- Knowledge of Tenant Referencing and Tenancy Deposit Schemes.	communicate with tenants
- Knowledge of Tenant Referencing and Tenancy Deposit Schemes.	supervise deposit slips
- Cultural / international awareness.	show intercultural awareness
- Excellent communication skills and highly customer focussed.	use communication techniques
- Excellent communication skills and highly customer focussed.	communicate with customers
- Excellent time management.	manage time
- Able to multi-task, prioritise and work to tight deadlines.	perform multiple tasks at the same time
- Able to multi-task, prioritise and work to tight deadlines.	adjust priorities
- Able to multi-task, prioritise and work to tight deadlines.	meet deadlines
- The ability to problem solve.	solve problems
You will be responsible for teaching Government and Politics to AS and A2.	teach political science
They are looking for practical, proactive and systematic Project Managers to manage and deliver their major marine infrastructure projects & Nearshore site characterisation projects to time, cost and quality.,	project management
They are looking for practical, proactive and systematic Project Managers to manage and deliver their major marine infrastructure projects & Nearshore site characterisation projects to time, cost and quality.,	marine engineering
* Experience of delivering projects in the Marine / Geotechnical, or Civil Engineering industry.	civil engineering
* Project delivery experience within a relevant environment demonstrating an understanding of how costs can be reduced and safe quality outputs maximised within a scope of work.	cost management
* Project delivery experience within a relevant environment demonstrating an understanding of how costs can be reduced and safe quality outputs maximised within a scope of work.	manage quality
* Experience of working in complex organisations (Matrix Management) demonstrating influencing and organisational awareness skills.	politics
* Experience of working in complex organisations (Matrix Management) demonstrating influencing and organisational awareness skills.	organisational structure
* Experience of working in and adhering to a highly HSE regulated environment.	follow health and safety procedures in construction
* Sufficient knowledge to comprehend, analyse and produce solutions to the range of problems encountered in the Project field.	create solutions to problems
Commitment to continuously improve and a pro-active contribution to successful improvement changes.	create a work atmosphere of continuous improvement
* Able to work flexible hours/days with some flexibility to work on occasion to support delivery at other locations.	perform services in a flexible manner
* Adept at Problem Solving, Resourceful.	solve problems
* Adept at Problem Solving, Resourceful.	think innovately
* Support and systems engineering experience including software, hardware, and networking	provide ICT support
* Support and systems engineering experience including software, hardware, and networking	install software
* Support and systems engineering experience including software, hardware, and networking	maintain computer hardware
* Support and systems engineering experience including software, hardware, and networking	analyse network configuration and performance
* Knowledge of Windows Server 2012, Exchange and MS Active Directory, Group Policy, DNS	maintain ICT server
* Knowledge of Windows Server 2012, Exchange and MS Active Directory, Group Policy, DNS	ICT network routing
* Knowledge of Windows Server 2012, Exchange and MS Active Directory, Group Policy, DNS	implement ICT safety policies
* Experience with Citrix XenApp (preferably 7.6) Experience managing networking and firewall devices	define firewall rules
* Experience with Citrix XenApp (preferably 7.6) Experience managing networking and firewall devices	network management system tools
* Exceptional communication skills, with the ability to explain technical and complex issues to non-technical people	apply technical communication skills
* Demonstrates ability to implement and meet targets	meet productivity targets
* Demonstrate strong analytical capability	think analytically
* Excellent logical problem solver	solve problems
* Has worked in a technical environment providing solutions for customers Ability to prioritise workload effectively to deliver the best customer experience possible	manage the customer experience
* Has worked in a technical environment providing solutions for customers Ability to prioritise workload effectively to deliver the best customer experience possible	manage time
* Demonstrate a high level of self-motivation NB: the successful candidate will be required to gain Government Security Clearance.	manage time
+ Cisco CCNP certified or multiple CCNA across different architectures	Cisco
+ Specialised in suporting one of the Cisco architectures with a broad technical competency in supporting the following:	Cisco
Cisco and Palo Alto security, Cisco switching and wireless, Cisco datacenre (UCS, Nexus, NetApp/Nimble & VMware) Cisco Collaboration (CUCM,UCCX, Unity)	Cisco
Cisco and Palo Alto security, Cisco switching and wireless, Cisco datacenre (UCS, Nexus, NetApp/Nimble & VMware) Cisco Collaboration (CUCM,UCCX, Unity)	manage ICT virtualisation environments
Cisco and Palo Alto security, Cisco switching and wireless, Cisco datacenre (UCS, Nexus, NetApp/Nimble & VMware) Cisco Collaboration (CUCM,UCCX, Unity)	Unity (digital game creation systems)
* Attention to detail with the experience to identify issues before they occur	attend to detail
* Attention to detail with the experience to identify issues before they occur	identify problems
* Have a good understanding of Microsoft Office products and have excellent keyboard/data entry skills	use microsoft office
* Ability to absorb new technologies as they are introduced into the business unit	adapt to change
* Flexibility to teach and support and develop team members as well as maintain core business functions (inductions, external training, internal support)	train employees

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Skill Extraction with ESCO skills - TechWolf subset

Dataset Summary

The TECHWOLF subset, although smaller, represents a more generic distribution of job descriptions and skill spans. ESCO skills are directly annotated on the full sentence level, thus omitting the intermediate span identification step. ESCO v1.1.0 is used.

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:

@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}
}