The Hiring Process and its Automation in Italy

Authors

  • Filippo Bordoni Università degli Studi di Milano Bicocca

DOI:

https://doi.org/10.6092/issn.2421-2695/17313

Keywords:

hiring process, automation, artificial intelligence, data protection, anti-discrimination law

Abstract

The hiring process by private employers has faced important changes in the last 30 years, which led companies all over the world, especially the larger ones, to employ various technological tools in this area. For some time, some phases of the hiring process – which is better understood as a sequence of logically coordinated steps through which employers progressively gain insight about prospective employees and decide who to take into further consideration – have been automated through tools based on artificial intelligence. Once the ever-changing AI applications in this field are classified using a generally applicable scheme, it will be possible to focus on the Italian and international market for the software used to automate the hiring process. This kind of technology makes room for numerous legal implications: in particular, concerns about the right to data protection, the right to not be discriminated and, more generally, the right to work seem reasonably founded. 

References

Accornero A., Dal Fordismo al Post-Fordismo: Il Lavoro e i Lavori, in QRS, 2001, 1.

Accornero A., Era il secolo del Lavoro, Il Mulino, 2000.

Ajunwa I., An Auditing Imperative for Automated Hiring, SSRN, 2019.

Ajunwa I. - Greene D., Platforms at Work: Automated Hiring Platforms and Other New Intermediaries in the Organization of Work, SSRN, 2018.

Voce “algoritmo”, Enciclopedia on line Treccani. Treccani, https://www.treccani.it/enciclopedia/algoritmo.

Autor D. H. - Levy F. - Murnane R. J., The Skill Content of Recent Technological Change: An Empirical Exploration, in The Quarterly Journal of Economics, 2003, 118, 4, 1279-1333.

Barber A. E., Recruiting Employees. Individual and Organizational Perspectives, SAGE, 1998.

Bogen M. - Rieke A., Help Wanted: An Examination of Hiring Algorithms, Equity, and Bias, Upturn, 2018. https://apo.org.au/node/210071.

Bower A. - Kitchen S. N. - Niss L. - Strauss M. J. - Vargas A. – Venkatasubramanian S., Fair Pipelines, arXiv, 2017.

Brunello G. - Wruuck P., Skill Shortages and Skill Mismatch in Europe: A Review of the Literature, SSRN, 2019. doi:10.2139/ssrn.3390340.

Buranyi S., ‘Dehumanising, Impenetrable, Frustrating’: The Grim Reality of Job Hunting in the Age of AI, The Guardian, 2018, https://www.theguardian.com/inequality/2018/mar/04/dehumanising-impenetrable-frustrating-the-grim-reality-of-job-hunting-in-the-age-of-ai.

Burrell J., How the Machine ‘Thinks’: Understanding Opacity in Machine Learning Algorithms, in Big Data & Society, 2016, 3, 1.

Cappelli P., Making the Most of On-Line Recruiting, in Harvard Business Review, 2001, 79, 3, 139-46.

Chambers E. G. - Foulon M. - Handfield-Jones H. - Hankin S. - Michaels E., The War for Talent, The McKinsey Quarterly, 1998, 3, 44-57.

Chamorro-Premuzic T. - Winsborough D. - Sherman R. A. - Hogan R., New Talent Signals: Shiny New Objects or a Brave New World?, in Industrial and Organizational Psychology, 2016, 9, 3, 621-40.

Cusumano M., Cloud Computing and SaaS as New Computing Platforms, in Communications of the ACM, 2010, 53, 4, 27–29.

“Definition of Software as a Service (SaaS) - Gartner Information Technology Glossary, Gartner, https://www.gartner.com/en/information-technology/glossary/software-as-a-service-saas.

Deming D. J. - Noray K., Earnings Dynamics, Changing Job Skills, and STEM Careers, in The Quarterly Journal of Economics, 2020, 135, 4, 1965-2005.

Dessler G. Gestione delle risorse umane: fondamenti, ed. italiana a cura di L. Solari - F. Virili, Pearson, 2021.

Edwards R., The Inevitable Future? Post-Fordism in Work and Learning, in Adult Learners, Education, and Training: A Reader, a cura di R. Edwards - S. Sieminski - D. Zeldin, Psychology Press, 1993, 176-86.

Fritts, M. - Cabrera F., AI Recruitment Algorithms and the Dehumanization Problem, Ethics and Information Technology, 2021, 23, 4, 791-801.

Gandini A. - Pais I., Social Recruiting: Control and Surveillance in a Digitised Job Market, in P. V. Moore - M. Upchurch - X. Whittaker Humans and Machines at Work: Monitoring, Surveillance and Automation in Contemporary Capitalism, Springer, 2018, 125-149.

HR Research Institute, The 2019 State of Artificial Intelligence in Talent Acquisition, 2019.

Hurley J. - Grubanov-Boskovic S. - Bisello M. - Vacas-Soriano C. - Fana M. – Fernández Macías E., European Jobs Monitor 2021: Gender Gaps and the Employment Structure, Eurofound and European Commission Joint Research, 2021.

Ingrassia R., Persone, organizzazioni e intermediari alla ricerca del lavoro, Giappichelli, 2021.

Ji-A M., 12 Revealing Stats On How Recruiters Feel About AI, in Ideal, https://ideal.com/how-recruiters-feel-about-ai/.

Kellogg, K. C. - Valentine M.A. - Christin A., Algorithms at Work: The New Contested Terrain of Control, in Academy of Management Annals, 2020, 14, 1, 366-410.

Kelly-Lyth A., Challenging Biased Hiring Algorithms, SSRN 2020.

Kuhn P. J. - Skuterud M., Internet Job Search and Unemployment Durations, in The American Economic Review, 2004, 94, 1, 218-32.

Kuncel N. R. - Ones D. S. - Klieger D. M., In Hiring, Algorithms Beat Instinct, Harvard Business Review, 2014. https://hbr.org/2014/05/in-hiring-algorithms-beat-instinct.

Lackova E., Fragility of Pre-Contractual Labour Relations in the Light of Algorithmic Recruitment, DLM, 2022, 2, 71-91.

Lee M. K. - Kusbit D. - Metsky E. - Dabbish L., Working with Machines: The Impact of Algorithmic and Data-Driven Management on Human Workers, Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015, 1603-1612.

Marazza M. - D’Aversa F., Dialoghi sulla fattispecie dei ‘sistemi decisionali o di monitoraggio automatizzati’ nel rapporto di lavoro (a partire dal Decreto trasparenza), in Giustizia Civile.com, 2022, 11.

Martone A., (a cura di), La selezione del personale. Nuovi strumenti, Guerini e Associati, 2007.

Mayson S. G., Bias In, Bias Out, in Yale Law Journal, 2019, 128, 2234-2300.

Overell M., The History of Innovation in Recruitment Technology and Services, TechCrunch, 2016. https://techcrunch.com/2016/10/29/the-history-of-innovation-in-recruitment-technology-and-services/.

Pais I., Looking for a Job Online. An International Survey on Social Recruiting, in SL, 2015, 137, 115-129.

Parviainen H., Can Algorithmic Recruitment Systems Lawfully Utilise Automated Decision-Making in the EU?, in ELLJ, 2022, 13, 2, 225-48.

Raghavan, M. - Barocas S. - Kleinberg J. - Levy K., Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices, Conference on Fairness, Accountability, and Transparency (FAT* ’20), January 27–30, 2020, Barcelona, Spain, 2020.

Schwartz J. - Collins L. - Stockton H. - Wagner D. - Walsh B., Rewriting the Rules for the Digital Age. 2017 Deloitte Global Human Capital Trends, Deloitte Global Human Capital Trends, Deloitte, 2017.

Tonidandel S. - King E. B. - Cortina J. M., Big Data at Work: The Data Science Revolution and Organizational Psychology, Routledge, 2016.

Varva S., Novità in tema di ripartizione dell’onere della prova del licenziamento ritorsivo nel ‘Decreto trasparenza, in Giustizia Civile.com, 2022, 11 https://giustiziacivile.com/lavoro/articoli/novita-tema-di-ripartizione-dellonere-della-prova-del-licenziamento-ritorsivo-nel.

Walker H. J. - Hinojosa A. S., Recruitment: The Role of Job Advertisements, in K. Y. T. Yu, D. M. Cable, The Oxford Handbook of Recruitment, OUP, 2014, 269-83.

Woodworth J. - Bauer J. - Oravec D., Digital Interviewing: The Voice of the Candidate, Talent Function, 2014. https://www.thetalentboard.org/digital-interviewing-voice-of-the-candidate/.

Xenidis R. - Senden L., EU Non-Discrimination Law in the Era of Artificial Intelligence: Mapping the Challenges of Algorithmic Discrimination, SSRN, 2019.

Yam, J. - Skorburg J.A., From Human Resources to Human Rights: Impact Assessments for Hiring Algorithms, in Ethics and Information Technology, 2021, 23, 611-23.

Yeung, K., A Study of the Implications of Advanced Digital Technologies (Including AI Systems) for the Concept of Responsibility Within a Human Rights Framework, SSRN, 2018.

Published

2023-07-03

How to Cite

Bordoni, F. (2023). The Hiring Process and its Automation in Italy. Labour & Law Issues, 9(1), I.29-I.56. https://doi.org/10.6092/issn.2421-2695/17313

Issue

Section

Ideas