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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Technology Pushes Privacy Boundaries

HR is the keeper of the most sensitive employee data in the enterprise from social security numbers to performance reviews to salary information. This standard information has always been under lock and key. However, technology is now extending data into more delicate areas, leading to privacy and security concerns. Consider wearables technology that enterprises are now experimenting with. Used extensively in retail and logistics environments, organizations can now track employee behaviors and health metrics, such as blood pressure, sleep patterns, and daily steps to monitor well-being and engagement.

While HR technologies can help with employee and organizational engagement, enhance efficiencies, streamline processes, and improve executive and managerial decision-making, what are the privacy and security issues of such advancements?

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One of the defining characteristics of the Future of Work is digitization. Enterprises are now operating with more remote and hybrid workplaces. Thus, technology is imperative to a cohesive and efficient workforce. What this means for the individual employee is more daily immersion in various technological platforms and solutions. Upskilling will be a critical aspect for workers as they harness more advanced technologies to communicate, collaborate, and execute their roles.

The rest of this article is available by subscription only.

Introducing a New Subscription Model

To continue providing valuable insights and resources on the future of work and extended workforce management, we’re transitioning our site to a paid subscription model. While some posts will remain free, subscribing will grant you exclusive access to in-depth analysis, market research, expert interviews, and actionable strategies that will help improve your business. Solution providers and practitioners are invited to join today and gain a competitive edge by tracking the industry’s important innovations, emerging trends, and best practices.

Click here to learn more.

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Digital employee experience (DEX) is a term that describes how effective workers are in using digital tools. DEX is a growing area of interest as companies adopt a plethora of digital tools to augment their dispersed workforces. Companies want to ensure the tools they have integrated into the workplace are intuitive and enhance worker productivity.

Tom Haak, director at the HR Trend Institute, says, “Technology offers enormous opportunities to improve the life of people in and around organizations. In HR, the focus is still too much on control and process improvement, not enough on really improving the employee experience.”

Today, with remote and in-person workers, enterprises must bridge those two environments and focus on technologies that both attract and retain workers regardless of where they work. Technology that supports the Future of Work comes in a variety of forms. Often, artificial intelligence (AI) permeates many digital solutions, providing automated processes and data outputs for better workforce decision-making.

Throughout the remainder of the year, the Future of Work Exchange will be highlighting several technologies from blockchain to e-wallets, and how they impact Future of Work strategies. However, the following are technologies that business leaders and employees are using now and, in the future, to enhance the DEX and drive workplace efficiency and community.

Communication and collaboration. The COVID-19 pandemic put communication and collaboration to the ultimate test. Enterprises and employees experienced first-hand the potential of digital communication as they grew accustomed to using Zoom, Slack, and Microsoft Teams. These platforms proved that remote work could, in fact, be accomplished with the same productive and strategic outcomes as in-person work models. It is one of the major reasons why remote and hybrid workforce options were embraced by enterprises post-pandemic.

There are several communication and collaborative tools to serve the enterprise and its remote and in-person workforce. Basecamp provides both a communication and collaborative platform to keep projects on schedule and lines of communication open. Trello also makes project management run smoothly regardless of where an employee is based.

Beyond these more common collaborative solutions, companies are utilizing chatbots for internal use for collaborative purposes and employee support. ServiceNOW, for example, offers its Virtual Agent solution to bring people to the same collaborative workspace or provide answers to employee questions.

Another evolving collaborative offering is the virtual whiteboard for use during company and team meetings. Companies such as Miro, MURAL, and Stormboard provide effective tools for diagramming and presenting in real time.

Big data (predictive and people analytics). Volumes of data flood enterprises from a variety of sources. For HR and other business leaders, big data is crucial to their Future of Work strategies, generating analytics across the talent acquisition and talent management landscape. Predictive analytics, for example, will grow as a key component of direct sourcing initiatives to curate a pipeline of potential job candidates.

According to a post on the Future of Work Exchange (FOWX), “While predictive analytics are not commonplace today, soon, a majority of enterprises will look to scenario-building as a way to enhance overall talent intelligence. Predictive analytics, in this realm, will augment the organization’s overall knowledge of its in-house skills as well as the expertise available externally (across all talent communities, including talent pools).”

Where predictive analytics will help prepare the enterprise for its future talent needs, people analytics are necessary to understand how employees are embracing digital tools and applications. Are shared applications being utilized by the workforce? Is there participation in virtual workspaces? What are employee sentiments around an enterprise’s digital transformation? People analytics help answer these questions and provide key insights into employee productivity, well-being, and digital adoption.

Virtual reality. In a previous post, FOWX explored the possibilities of the metaverse. Virtual reality will stretch the limits of employee interaction and community. Virtual workspaces where employee avatars can converse and strategize are likely to come to fruition in the coming years. It levels the playing field for remote and in-person employees by creating a setting for everyone regardless of location.

Artificial intelligence is also a major piece of the virtual reality offering. Currently, employees can create an avatar to complete repetitive tasks using AI or communicate with customers to answer product questions. As technology advances, the potential influence of virtual reality on the Future of Work will only increase. Today’s chatbots are just the beginning of how enterprises can leverage the virtual world and bridge humans with AI.

Just as the Future of Work evolves, so too will the technologies that support it. There are dozens of software applications on the horizon to benefit business leaders and their employees. Explore the options and how they align with your workforce strategy.

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Veteran Managed Service Provider (MSP) and Vendor Management System (VMS) provider Workforce Logiq has been one of the industry’s forerunners in regards to talent intelligence through its unique suite of offerings that power deeper workforce visibility. I had the opportunity to chat with the company’s Chief Strategy Officer, Joe Hanna, about the criticality of AI in the Future of Work, the strength of total talent intelligence, and the future of the agile workforce.

Christopher J. Dwyer: Joe, thanks for taking the time to speak with me. The last time you and I were in a public forum together, we were fresh off the heels of Workforce Logiq acquiring ENGAGE Talent. Safe to say that a lot has happened since then!

Joe Hanna: Thank you for having me, Chris. Workforce Logiq has certainly been busy since we last spoke, and we wouldn’t have it any other way! For starters, we’ve rolled out our proprietary Total Talent Intelligence platform® globally to the US, UK, Sweden, India, Germany, and France and have more geographic expansions planned throughout 2021.  And, you should know our platform is powered by the analytics, benchmarks, and insights delivered by what the ENGAGE team developed prior to – and after the acquisition by Workforce Logiq.

We’ve also innovated and developed several new offerings to help employers attract and retain talent during this transformative time for the industry. We launched IQ Talent Diversity^SM, an AI-powered tool that enables organizations to build bigger pipelines of diverse talent faster by predicting candidates most likely to have diverse backgrounds. Employers can use the intelligence to drive progress toward their diversity and inclusion (D&I) goals and compare their company’s diversity hiring performance against industry, competitor, and national benchmarks.

To support companies through the shift to remote work and in making return to office decisions, we released our IQ Location Optimizer ^SM last summer. The solution enables data-driven decisions on the best markets from which to source talent and whether remote arrangements make sense for a given role.

We also recently teamed up with LinkUp to offer the market’s first 360-degree predictive view of both talent supply and demand. We’re very excited about this partnership because the unique picture gives employers deep, strategic insight into the competitiveness of specific markets that they can use to gain a tangible edge, especially as we continue to navigate through this period of ‘Great Resignation.’

Other updates include the release of our IQ Supplier Optimizer ^SM which marked our sixteenth patent filing, and IQ Rate Optimizer ^SM which benchmarks how much an organization needs to pay to attract and win contingent and full-time talent based on unique, company-specific factors.

CJD: Workforce Logiq is known for their innovation within the talent intelligence arena, something that is critical in today’s evolving world of work. Why is this such a differentiator?

JH: Today’s labor market is incredibly dynamic – and hyper-uncertain. One day can look drastically different from the next, especially during global shocks like COVID. Proactivity and the ability to make confident, fast, data-based decisions about talent are what sets companies apart and helps them build an optimal workforce to navigate the uncertainty. Leveraging predictive intelligence is what creates that differentiator for organizations so that they stay one – or multiple steps ahead of their competitors.

At Workforce Logiq we’re committed to delivering those advanced and predictive capabilities and continuously innovating to help our clients solve both today and tomorrow’s workforce management challenges. We’re able to do this because of our talented and dedicated data science and talent economist team. This team designed our existing sixteen patented and patent-pending innovations and built our Total Talent Intelligence platform®, which is the most complete, modular, and integrated workforce management technology solution on the market.

CJD: Exciting news about the exclusive data partnership with LinkUp! Tell us a little more about it.

JH: Absolutely! LinkUp’s proprietary demand data and analytics, which are a perfect complement to Workforce Logiq’s patented supply intelligence, now integrate directly into our Total Talent Intelligence® platform. This means that clients get the first 360-degree predictive view of both talent supply and demand within the labor market.

The alliance gives clients deep insight into the competitiveness of specific markets, the full-time and contingent roles competitors are actively looking for, the skills most in-demand, and more. It’s a major development that enables employers to uncover their biggest talent-related risks and opportunities, and equips them with even more data-driven insight to win the talent they need for an optimal workforce.

The partnership is mutually beneficial. LinkUp’s insights enhance our algorithms and enable our clients to make impactful and cost-effective talent decisions. LinkUp’s financial and capital market customers get special access to our anonymized volatility, job, skills, and company-level data which are based on one billion data points, 40,000 sources, and analytics on over 19 million global companies. This puts them in an even better position to drive forward their environmental, social, and governance (ESG) strategies.

We chose to partner with LinkUp because their mission around predictive intelligence aligns very well with our own, and unlike other job search engines, LinkUp is the only to index jobs solely posted by companies on their own websites. This makes LinkUp the highest quality index of global job postings on the market.

CJD: “Workforce agility” has become paramount, especially in a business world that relies on on-demand data to make more educated, real-time talent decisions. How can Workforce Logiq clients tap into your multiple intelligence-led offerings to become more agile?

JH: All our offerings are built to give employers the real-time and forward-looking insight they need to be agile. Having predictive data and insights at your fingertips is key for making smart decisions quickly and acting confidently under pressure.

Consider the current ‘Great Resignation’ trend that is impacting all sectors. Navigating this dramatic increase in resignations means quickly winning over external candidates who are eager to make a move, while simultaneously identifying and getting out in front of internal retention issues.

From a talent acquisition perspective, our predictive tools identify the best markets to look for new talent and competitors’ employees open to jumping jobs so that employers can sustain a strong talent pipeline and fill future skills gaps. On the retention side, our algorithms surface insight on employees most at risk of quitting and why they might be inclined to resign by identifying the workplace attributes most important to these workers. This enables employers to proactively address attrition before it impacts the business.

This is just one powerful example of how technology can help organizations be agile, resilient, and equipped with an optimal workforce.

CJD: Do you feel that the LinkUp partnership is a seismic event for our industry? The Managed Service Provider (MSP) model has evolved so much over the past few years.

JH: Yes, we consider this partnership a significant industry development. The truly unique combination of predictive talent supply and demand intelligence gives Workforce Logiq expert advisors even better and more strategic insights to help clients with their recruitment and retention strategies.

The MSP-client relationship is significantly evolving. Providers are increasingly stepping up to help clients through the fundamentally changing talent landscape. Workforce Logiq is committed to developing our technology and service offerings in the ways that best support our global clients and help them meet their goals, whether that’s navigating the hybrid work transition, building rich and diverse talent pipelines, optimizing candidate searches, or another strategic imperative.

CJD: What does the Future of Work look like over the second half of 2021? What’s in store for the greater world of talent and work?

JH: We expect more workers to be receptive to changing jobs and unsolicited recruiting calls well into the Fall. Data from our recent benchmark flash report shows a nearly 70% quarterly increase in volatility (i.e., workers interested in exploring other job opportunities or unsolicited recruiting messages in the next 60-to-90 days) across the top 35 job categories that we track.

This high number isn’t surprising. Employees are actively looking for more flexibility, work/life balance, money, and career advancement opportunities. As talent continues to rethink job and career choices, employers also need to adapt and hone their workforce strategies, processes, and technology infrastructure to effectively attract and retain talent and foster appealing work environments.

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