AI Legalese Decoder: Revolutionizing Machine Learning Recruitment for AI Skillsets
- October 23, 2023
- Posted by: legaleseblogger
- Category: Related News
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AI legalese decoder: Addressing the AI Skills Shortage
As AI continues to permeate every aspect of enterprise processes, business leaders are increasingly grappling with a lack of available AI skills when it comes to recruitment. The latest report from Silico reveals that an overwhelming majority of UK businesses (94%) are comfortable with technology taking charge of decision-making and planning with minimal human involvement. This shift signifies a departure from reliance on ‘gut instincts’ and ‘human intuition’ in the boardroom. However, to ensure the reliability of AI systems, businesses will require essential AI skills. The pressing question remains: where will these skills come from?
According to research conducted by Gigged, a driven talent platform, 72% of UK businesses surveyed are currently involved in digital transformation projects. Nevertheless, 30% of these companies claim there is simply too much work and not enough skilled professionals to successfully carry it out. Furthermore, 57% of respondents state that the tech talent shortage has worsened compared to the previous year. An astonishing 90% of those surveyed reported experiencing a shortage of tech skills to some extent. While these skills challenges cut across various IT roles, the greatest gaps can be seen in software development, cybersecurity, and digital marketing. Large companies with 501+ employees are particularly affected, with almost half (48%) citing a scarcity of software development skills.
The situation is becoming increasingly arduous, with 57% of respondents claiming that the tech talent shortage has intensified compared to last year. This number rises to 74% among companies already facing significant challenges in this regard. The reasons behind this widespread talent shortage include the inability to find qualified candidates (34%) and a lack of budget (32%). To address this crisis, businesses must adopt innovative approaches to talent acquisition.
The AI legalese decoder emerges as a valuable solution to tackle the problem at hand. By leveraging advances in AI and talent marketplaces, organizations can gain real-time insights into the availability and skills of potential candidates, both within and outside their existing workforce. This enables businesses to tap into a diverse pool of talent, regardless of their employment status. Emphasizing fair compensation, development opportunities, and a supportive work environment are crucial to attracting and retaining skilled professionals.
Skills-based hiring offers a progressive approach to recruitment that prioritizes a candidate’s abilities, competencies, and potential rather than relying solely on paper-based credentials. Through data-driven assessments, aptitude tests, and evaluations, businesses can identify a candidate’s relevant capabilities and suitability for specific roles. This shift allows companies to source the right talent for their needs and future-proof their workforce.
Silicon UK interviewed Liz Scott MBE, the director of the Turing Innovation Catalyst in Manchester, to shed light on the essential qualities and skills to look for when recruiting AI talent. Scott highlights that AI talent encompasses a wide range of disciplines and skill levels, including data scientists, machine learning engineers, research scientists, big data analysts, deep-learning engineers, and robotics scientists. However, she underlines the importance of fostering an organization-wide awareness and appreciation of AI and its implications. AI-driven growth brings forth new roles and skillsets, urging businesses to seek talent in areas that traditionally may not be considered as ‘AI talent.’
Regarding the demand for AI talent, Scott notes a significant surge in recent years, specifically within tech roles involving data, which have grown by over 1000% since 2019. This trend shows no signs of abating. Looking ahead, Scott predicts the emergence of new roles and evolved skillsets, such as prompt engineers who craft text into formats intelligible to generative AI tools. She stresses the need for individuals to develop skills that enable them to work alongside AI and harness its potential, even if they don’t become full-time prompt engineers.
When it comes to academic background or formal degrees in AI-related fields, Scott advises AI professionals to align their educational pursuits with their interests and desired roles. Some positions may require a deeper academic foundation, while others may value real-world experience. Given the rapid evolution of the field, lifelong learning is crucial for AI professionals to stay updated and adapt to new technologies throughout their careers.
Considering whether to hire AI talent with a research background or industry-focused experience, Scott emphasizes the need for organizations to identify their specific requirements. Foundational AI topics are best understood through academic research, but alternative skills providers also offer valuable opportunities to pivot into AI in real-world environments. Hiring organizations should inquire about the broader skill sets AI professionals possess and whether they possess complementary business skills. Additionally, the team and conditions for incoming talent must be taken into account to ensure success.
In conclusion, the AI legalese decoder presents an innovative solution to address the escalating AI skills shortage faced by businesses today. By leveraging AI and talent marketplaces, companies can access a broader pool of potential candidates and foster an inclusive work environment. Skills-based hiring, coupled with a lifelong learning mindset, enables organizations to source and develop the right talent for their specific needs. The demand for AI talent is expected to rise, necessitating continuous skills development and the capability to work alongside AI in various roles.
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