skills – AI News https://news.deepgeniusai.com Artificial Intelligence News Wed, 12 Aug 2020 13:46:28 +0000 en-GB hourly 1 https://deepgeniusai.com/news.deepgeniusai.com/wp-content/uploads/sites/9/2020/09/ai-icon-60x60.png skills – AI News https://news.deepgeniusai.com 32 32 Microsoft: The UK must increase its AI skills, or risk falling behind https://news.deepgeniusai.com/2020/08/12/microsoft-uk-ai-skills-risk-falling-behind/ https://news.deepgeniusai.com/2020/08/12/microsoft-uk-ai-skills-risk-falling-behind/#comments Wed, 12 Aug 2020 13:46:27 +0000 https://news.deepgeniusai.com/?p=9809 A report from Microsoft warns that the UK faces an AI skills gap which may harm its global competitiveness. The research, titled AI Skills in the UK, shines a spotlight on some concerning issues. For its UK report, Microsoft used data from a global AI skills study featuring more than 12,000 people in 20 countries... Read more »

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A report from Microsoft warns that the UK faces an AI skills gap which may harm its global competitiveness.

The research, titled AI Skills in the UK, shines a spotlight on some concerning issues.

For its UK report, Microsoft used data from a global AI skills study featuring more than 12,000 people in 20 countries to see how the UK is doing in comparison to the rest of the world.

Most notably, compared to the rest of the world, the UK is seeing a higher failure rate for AI projects. 29 percent of AI ventures launched by UK businesses have generated no commercial value compared to the 19 percent average elsewhere in the world.

35 percent of British business leaders foresee an AI skills gap within two years, while 28 percent believe there already is one (above the global average of 24%).

However, it seems UK businesses aren’t helping to prepare employees with the skills they need. Just 17 percent of British employees have been part of AI reskilling efforts (compared to the global figure of 38 percent.)

Agata Nowakowska, AVP EMEA at Skillsoft, said:

“UK employers will have to address the growing digital skills gap within the workforce to ensure their business is able to fully leverage every digital transformation investment that’s made. With technologies like AI and cloud becoming as commonplace as word processing or email in the workplace, firms will need to ensure employees can use such tools and aren’t apprehensive about using them.

Organisations will need to think holistically about managing reskilling, upskilling and job transitioning. As the war for talent intensifies, employee development and talent pooling will become increasingly vital to building a modern workforce that’s adaptable and flexible. Addressing and easing workplace role transitions will require new training models and approaches that include on-the-job training and opportunities that support and signpost workers to opportunities to upgrade their skills.” 

Currently, a mere 32 percent of British employees feel their workplace is doing enough to prepare them for an AI-enabled future (compared to the global average of 42%)

“The most successful organisations will be the ones that transform both technically and culturally, equipping their people with the skills and knowledge to become the best competitive asset they have,” comments Simon Lambert, Chief Learning Officer for Microsoft UK.

“Human ingenuity is what will make the difference – AI technology alone will not be enough.”

AI brain drain

It’s well-documented that the UK suffers from a “brain drain” problem. The country’s renowned universities – like Oxford and Cambridge – produce globally desirable AI talent, but they’re often swooped up by Silicon Valley giants who are willing to pay much higher salaries than many British firms.

In one example, a senior professor from Imperial College London couldn’t understand why one of her students was not turning up to any classes. Most people wouldn’t pay £9,250 per year in tuition fees and not turn up. The professor called her student to find out why he’d completed three years but wasn’t turning up for his final year. She found that he was offered a six-figure salary at Apple. 

This problem also applies to teachers who are needed to pass their knowledge onto the future generations. Many are lured away from academia to work on groundbreaking projects with almost endless resources, less administrative duties, and be paid handsomely for it too.

Some companies, Microsoft included, have taken measures to address the brain drain problem. After all, a lack of AI talent harms the entire industry.

Dr Chris Bishop, Director of Microsoft’s Research Lab in Cambridge, said:

“One thing we’ve seen over the past few years is: because there are so many opportunities for people with skills in machine learning, particularly in industry, we’ve seen a lot of outflux of top academic talent to industry.

This concerns us because it’s those top academic professors and researchers who are responsible not just for doing research, but also for nurturing the next generation of talent in this field.”

Since 2018, Microsoft has funded a program for training the next generation of data scientists and machine-learning engineers called the Microsoft Research-Cambridge University Machine Learning Initiative.

Microsoft partners with universities to ensure it doesn’t steal talent, allows employees to continue roles in teaching, funds some related PhD scholarships, sends researchers to co-supervise students in universities, and offers paid internships to work alongside teams at Microsoft on projects.

You can find the full AI Skills in the UK report here.

(Photo by William Warby on Unsplash)

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PwC: Jobs created by AI will balance out those it destroys https://news.deepgeniusai.com/2018/07/17/pwc-jobs-ai-balance-destroys/ https://news.deepgeniusai.com/2018/07/17/pwc-jobs-ai-balance-destroys/#respond Tue, 17 Jul 2018 11:37:27 +0000 https://d3c9z94rlb3c1a.cloudfront.net/?p=3497 PwC is taking a more neutral approach regarding AI’s impact on jobs amid clashing arguments over whether it will create or destroy more in the long-term. The professional services firm’s analysts predict, in the UK at least, the number of jobs destroyed by AI is likely to be counteracted by the number of roles created.... Read more »

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PwC is taking a more neutral approach regarding AI’s impact on jobs amid clashing arguments over whether it will create or destroy more in the long-term.

The professional services firm’s analysts predict, in the UK at least, the number of jobs destroyed by AI is likely to be counteracted by the number of roles created.

In fact, over the next 20 years, PwC expects around 7.2 million to be created versus seven million displaced – resulting in a small net jobs growth of around 0.2 million.

Euan Cameron, UK AI leader at PwC, said:

“AI offers a huge potential economic boost to the UK and it’s great to see the government recognise and support the development of the sector through the AI Sector Deal.

People are understandably worried about the impact of AI on jobs, and businesses and the government need to address these concerns head-on. Our research highlights where the biggest impacts will be and which areas are most vulnerable so that businesses and government can plan how best to help people develop the skills that will prepare them for the future.

It’s likely that the fourth industrial revolution will favour those with strong digital skills, as well as capabilities like creativity and teamwork which machines find it harder to replicate.

Historically, rapid technological change has often been associated with increases in wealth and income inequality, so it’s vital that government and business work together to make sure everyone benefits from the positive benefits that AI can bring. These include increased productivity and consumer choice, as well as improved outcomes in those areas that matter most to people such as education to healthcare.”

Many reports until now have taken hardline stances – either AI will drastically alter the jobs market and will require ideas such as UBI (Universal Basic Income) to be considered, or it will simply help to improve the efficiency of existing jobs.

PwC expects certain industries to be ‘winners’ in terms of job growth, while others will lose out.

Winners:

    • Health (+22%)
    • Professional, scientific and technical services (+16%)
  • Education (+6%)

Losers:

    • Manufacturing (-25%)
    • Transport and storage (-22%)
  • Public administration (-18%)

It’s notable that low-wage jobs are set to lose out the most. This highlights a particular risk to individuals such as factory workers who are most likely to be among the first to be replaced by artificial intelligence.

However, the report notes: “A job being at ‘high risk’ of being automated does not mean that it will definitely be automated, as there could be a range of economic, legal and regulatory and organisational barriers to the adoption of these new technologies.”

John Hawksworth, Chief Economist at PwC, commented:

“Major new technologies, from steam engines to computers, displace some existing jobs but also generate large productivity gains. This reduces prices and increases real income and spending levels, which in turn creates demand for additional workers. Our analysis suggests the same will be true of AI, robots and related technologies, but the distribution of jobs across sectors will shift considerably in the process.

Healthcare is likely to see rising employment as it will be increasingly in demand as society becomes richer and the UK population ages. While some jobs may be displaced, many more are likely to be created as real incomes rise and patients still want the ‘human touch’ from doctors, nurses and other health and social care workers.

On the other hand, as driverless vehicles roll out across the economy and factories and warehouses become increasingly automated, the manufacturing and transportation and storage sectors could see a reduction in employment levels.”

PwC recommends the government invests more in STEM (Science, Technology, Engineering, and Mathematics) education to ensure the workforce is prepared for the needs of the future economy, while also increasing the ‘safety net’ for those who struggle to adapt.

Furthermore, the government should implement its AI strategy ‘in full’ to ensure policies support development of the sector and maximise the income effect of the rapidly-advancing technology on jobs in the UK.

The full results can be found in PwC’s UK Economic Outlook July 2018 report which can be found here (PDF)

Do you agree with PwC’s analysis of AI’s impact on the jobs market?

 

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LinkedIn is teaching all its engineers AI skills https://news.deepgeniusai.com/2017/10/25/linkedin-engineers-ai-skills/ https://news.deepgeniusai.com/2017/10/25/linkedin-engineers-ai-skills/#respond Wed, 25 Oct 2017 12:50:38 +0000 https://d3c9z94rlb3c1a.cloudfront.net/?p=2619 Rather than pay its employees six-figure salaries, LinkedIn is teaching all its engineers valuable AI skills. Earlier today, our sister publication Developer reported on the AI skill shortage driving employers to offer six-figure salaries to candidates. Most companies do not like, or can afford, to offer their employees such a high salary. LinkedIn is in... Read more »

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Rather than pay its employees six-figure salaries, LinkedIn is teaching all its engineers valuable AI skills.

Earlier today, our sister publication Developer reported on the AI skill shortage driving employers to offer six-figure salaries to candidates. Most companies do not like, or can afford, to offer their employees such a high salary.

LinkedIn is in a better situation financially than a startup wanting to delve into AI, especially since the Microsoft acquisition, but it’s taking a different approach to ensuring it doesn’t suffer from a lack of relevant skills.

The company has launched an AI academy which aims to train all of its engineers in the basics of AI. This will ensure its staff can deploy intelligent models in its products wherever it could be of benefit.

“The demand for AI across the company has increased enormously,” Deepak Agarwal, the head of artificial intelligence at LinkedIn, said during an onstage interview at VB Summit 2017 today. “Everyone wants to have AI as a component of their product.” So how do we scale the workforce is a big thing that keeps me up at night.”

Being a social network, there are plenty of opportunities where AI can be used. Just like Facebook, AI can be used from things such as improving contact recommendations, to reducing the amount of spam posted on the site.

“AI is like oxygen at LinkedIn, it permeates every single member experience,” Agarwal said. “And just to give you an idea of the scale, we process more than 2PB of data both nearline and offline every single day.”

So far, six engineers have made it through the academy. Rather than teach how AI works to pursue it as a career, it’s being taught in the context of how to utilise it for the company’s operations.

Should more companies train employees in AI? Let us know your thoughts in the comments.

 

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