Machine Learning Archives - The Future of Work Exchange https://futureofworkexchange.com/tag/machine-learning/ The Future of Work Starts Here! Thu, 28 Mar 2024 15:21:40 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.1 https://i0.wp.com/futureofworkexchange.com/wp-content/uploads/2021/07/cropped-arctic-fox.png?fit=32%2C32&ssl=1 Machine Learning Archives - The Future of Work Exchange https://futureofworkexchange.com/tag/machine-learning/ 32 32 194756958 Upwork Survey Identifies Fastest-Growing Skills https://futureofworkexchange.com/2024/03/28/upwork-survey-identifies-fastest-growing-skills/ Thu, 28 Mar 2024 11:45:07 +0000 https://futureofworkexchange.com/?p=4125 The world of work is rapidly evolving as technologies like artificial intelligence (AI) shift how work gets done. Enterprises are turning to AI for transformative workplace results, leading to increases in upskilling and technology adoption within the contingent and permanent workforce. This opens the door for freelancers and contractors who meet the skills demand from […]

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The world of work is rapidly evolving as technologies like artificial intelligence (AI) shift how work gets done. Enterprises are turning to AI for transformative workplace results, leading to increases in upskilling and technology adoption within the contingent and permanent workforce. This opens the door for freelancers and contractors who meet the skills demand from organizations to leverage new technology for greater efficiencies and substantial insights.

Growth in Data Science & Analytics Category

What skills are needed now and in the future? Upwork, the world’s work marketplace connecting businesses with independent talent, released its report “In-Demand Skills 2024” highlighting the critical skills workers need across a variety of categories. The report revealed that Data Science & Analytics is one of the fastest-growing work categories as generative AI modeling and machine learning produce strong demand from businesses. Upwork revealed that the AI and machine learning subcategory on the company’s platform saw 70% year-over-year growth in the fourth quarter of 2023, as clients and independent professionals collaborate on today’s most cutting-edge projects.

The Upwork report identified several fastest-growing work categories and skill sets where contingent labor can deliver the greatest value. As the examples below illustrate, artificial intelligence and automation in general are heavily sought after for 2024 and beyond.

  • Data Science & Analytics — Top 3 Fastest-Growing Skills: Generative AI Modeling, Machine Learning, Data Analytics
  • Coding & Web Development — Top 3 Fastest-Growing Skills: Scripting & Automation, Database Development, and Web Design
  • Sales & Marketing Top 3 Fastest-Growing Skills: Marketing Automation, Sales & Business Development, Email Marketing.

This year’s “In-Demand Skills” report noted several new skills emerging in the top 10, including medical and executive virtual assistance, as well as development & IT project management and digital marketing campaign management.

Skills-Based Hiring in the Age of Emerging Tech

With the demand for specific skills, organizations are turning more toward skills-based hiring to meet their workforce needs. According to Kelly Monahan, managing director of the Upwork Research Institute, “Every company is vying for the best talent and there remains huge demand for a broad range of skills across the Upwork marketplace as businesses big and small are finding solutions in the growing reservoir of skilled independent professionals,” she said.

“In 2024, emergent technologies like generative AI are having a major impact on the skills-based economy. Of course, business demand for these types of skills is increasing, but we’re also seeing a complementary impact, whereby AI technology is driving greater demand for all types of work across our marketplace,” Monahan added.

Growing Demand for AI Expertise

Monahan’s comments also align with the current influence of AI on the workforce. According to a report released by the International Monetary Fund (IMF) entitled, “Gen-AI: Artificial Intelligence and the Future of Work,” nearly 40 percent of global employment is exposed to AI. As more solution providers integrate artificial intelligence into their offerings, that percentage is likely to increase. Enterprises are turning to AI to streamline business processes and automate tactical tasks that provide workers with more time for strategic planning.

This is good news for freelancers and contractors upskilling or with existing expertise in artificial intelligence, machine learning, and data analytics. According to Jacqueline DeStefano-Tangorra, an AI consultant on Upwork, “As technology rapidly changes and more specific expertise is needed, more and more businesses are coming to Upwork to find the solutions they need,” she said.

“Consequently, the demand for my skill set has never been higher. Upskilling and becoming an AI professional on Upwork has opened many doors. I get to work on interesting projects and I am a stronger partner for my clients as I’m more efficient, productive, and can deliver better outcomes,” DeStefano-Tangorra added.

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Web 3.0 Is Here to Disrupt the Way We Work https://futureofworkexchange.com/2023/04/20/web-3-0-is-here-to-disrupt-the-way-we-work-2/ Thu, 20 Apr 2023 10:00:51 +0000 https://futureofworkexchange.com/?p=3392 The next generation of digital technology is here. Web 3.0 is on the horizon and it’s poised to have a significant Future of Work impact due to its revolutionary nature. Web 3.0 is defined as the integration of blockchain technology, artificial intelligence, machine learning, the Internet of Things (IoT), and augmented reality, with the convergence […]

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The next generation of digital technology is here. Web 3.0 is on the horizon and it’s poised to have a significant Future of Work impact due to its revolutionary nature. Web 3.0 is defined as the integration of blockchain technology, artificial intelligence, machine learning, the Internet of Things (IoT), and augmented reality, with the convergence of these advanced digital solutions presenting an innovative transformation for the modern business.

The advent of Web 3.0 is not just a natural evolution of the internet at scale, but rather a calling for a new era of decentralization, automation, and intelligence exchange.

A crucial impact area of Web 3.0 is workforce decentralization. By integrating blockchain, professionals will have more control over their personal data, profiles, and accolades, and thus, will be able to monetize their skillsets via decentralized platforms linked by blockchain technology. By being more empowered and autonomous, the non-employee workforce will be enabled with more control, as well as new and more opportunities, for freelance, contract, and gig-based work and positions.

This autonomous, digitally-enabled decentralization would, in essence, catalyze a boundaryless and frictionless stream of work opportunities matching with available talent and expertise…a true Future of Work disruptor that would transform the way we think about recruitment, hiring, and talent acquisition.

Another impact of Web 3.0 on the Future of Work is the automation of tactical and repetitive tasks. With the integration of AI, robotics and other automated systems will be able to perform menial and repetitive activity, freeing up human workers to focus on more creative and strategic work, a boon for efficiency and productivity.

The promise of Web 3.0 also revolves around the idea of transformative data exchange, with IoT concepts driving seamless sharing of critical data between enterprise devices, platforms, and systems. In a remote-work-driven business arena, this is a crucial element in enabling workers, no matter where they may be, to drive decision-making by leveraging real-time enterprise data. Too, this quashes much of the concern of the distributed workforce: giving on-demand, enterprise-grade access to data via Web 3.0 technology convergence means that workers will always be robustly interconnected to their peers, colleagues, and leaders no matter the workplace model.

There are some concerns that these technological advancements may negatively impact the global workforce, displacing some jobs and roles (and even creating income disparity). It will be incumbent on enterprises and government entities to invest the time and resources for reskilling and upskilling initiatives that would ensure that workers are prepared for a new digital age with the proper and aligned skillsets to adapt.

The future of the Future of Work is based on many factors (as we detailed recently). Web 3.0 and its digital experience will prove to be a major disruptor for the world of work and talent.

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Web 3.0 Is Here to Disrupt the Way We Work https://futureofworkexchange.com/2023/01/18/web-3-0-is-here-to-disrupt-the-way-we-work/ Wed, 18 Jan 2023 15:14:17 +0000 https://futureofworkexchange.com/?p=3084 The next generation of digital technology is here. Web 3.0 is on the horizon and it’s poised to have a significant Future of Work impact due to its revolutionary nature. Web 3.0 is defined as the integration of blockchain technology, artificial intelligence, machine learning, the Internet of Things (IoT), and augmented reality, with the convergence […]

The post Web 3.0 Is Here to Disrupt the Way We Work appeared first on The Future of Work Exchange.

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The next generation of digital technology is here. Web 3.0 is on the horizon and it’s poised to have a significant Future of Work impact due to its revolutionary nature. Web 3.0 is defined as the integration of blockchain technology, artificial intelligence, machine learning, the Internet of Things (IoT), and augmented reality, with the convergence of these advanced digital solutions presenting an innovative transformation for the modern business.

The advent of Web 3.0 is not just a natural evolution of the internet at scale, but rather a calling for a new era of decentralization, automation, and intelligence exchange.

A crucial impact area of Web 3.0 is workforce decentralization. By integrating blockchain, professionals will have more control over their personal data, profiles, and accolades, and thus, will be able to monetize their skillsets via decentralized platforms linked by blockchain technology. By being more empowered and autonomous, the non-employee workforce will be enabled with more control, as well as new and more opportunities, for freelance, contract, and gig-based work and positions.

This autonomous, digitally-enabled decentralization would, in essence, catalyze a boundaryless and frictionless stream of work opportunities matching with available talent and expertise…a true Future of Work disruptor that would transform the way we think about recruitment, hiring, and talent acquisition.

Another impact of Web 3.0 on the Future of Work is the automation of tactical and repetitive tasks. With the integration of AI, robotics and other automated systems will be able to perform menial and repetitive activity, freeing up human workers to focus on more creative and strategic work, a boon for efficiency and productivity.

The promise of Web 3.0 also revolves around the idea of transformative data exchange, with IoT concepts driving seamless sharing of critical data between enterprise devices, platforms, and systems. In a remote-work-driven business arena, this is a crucial element in enabling workers, no matter where they may be, to drive decision-making by leveraging real-time enterprise data. Too, this quashes much of the concern of the distributed workforce: giving on-demand, enterprise-grade access to data via Web 3.0 technology convergence means that workers will always be robustly interconnected to their peers, colleagues, and leaders no matter the workplace model.

There are some concerns that these technological advancements may negatively impact the global workforce, displacing some jobs and roles (and even creating income disparity). It will be incumbent on enterprises and government entities to invest the time and resources for reskilling and upskilling initiatives that would ensure that workers are prepared for a new digital age with the proper and aligned skillsets to adapt.

The future of the Future of Work is based on many factors (as we detailed yesterday). Web 3.0 and its digital experience will prove to be a major disruptor for the world of work and talent.

The post Web 3.0 Is Here to Disrupt the Way We Work appeared first on The Future of Work Exchange.

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