Drowning in data, artificial intelligence is a lifeline

Drowning in data, artificial intelligence is a lifeline

3 min read

Part 2 of an ongoing series inspired by What’s Next for You: The Eightfold Path to Transforming the Way We Hire and Manage Talent

One of the best quotes from What’s Next for You is also one of its simplest – “It’s time to put more humanity back into the talent recruiting and management process.” If people are our most important corporate assets, how did recruiting and talent management become so cold and impersonal?

In some ways, it’s a generational issue. As Boomers age out of the workforce, the assumptions that built their careers don’t easily apply to younger workers:

  • Newer generations represent fewer workers available, even with increasingly automated jobs
  • Job skills must be updated far faster than ever before
  • Positions require particular technical demands, leading to increasingly narrow job requirements.

At the same time, younger workers make different demands upon potential employers:

  • 25-35-year-olds want to make an immediate impact, rather than wait for years to rise through the ranks
  • They will trade salary for more meaningful work or a better cultural workplace fit
  • They expect mobile, consumer-grade digital solutions for finding a job and building their careers.

In short, most organizations’ talent management models support yesterday’s jobs and yesterday’s workers, not the people who will dominate the workforce very soon.

These individuals are more likely to have in-demand technical skills. Combined with the relative scarcity of qualified worker, the intense need to find them becomes much more understandable. Common sense indicates that the law of supply and demand should apply. If there’s a shortage of talent and a mismatch between employer expectations and applicant demands, then the market will adjust to what younger workers require.

And yet, that change has been slow to come. Something else must be affecting this process.

Data-driven hiring and the internet are those somethings. It’s never been easier to post job descriptions anywhere. It’s also never been easier to apply for jobs everywhere.

This combination of factors means that recruiters and hiring managers have no time to review avalanches of applications, many of which have been gamed to match keywords rather than accurately convey someone’s ability to do the job. The hiring workflows and process in use map to a world that doesn’t exist anymore and can’t handle the volume.

Overlooked talent, poor hiring decisions, and impersonal processes that alienate applicants are the inevitable result – precisely the opposite of the user experience that younger job seekers expect. It should surprise no one that jobs go unfilled, and employee expectations outstrip an organization’s ability to meet them.

This mismatch makes the artificial intelligence approach so intriguing. The answer to putting humanity back into the hiring process is to use all that data more comprehensively and more effectively. That’s what the talent intelligence approach delivers – a digital solution for a digital, even post-digital, age. AI technology becomes the foundation upon which people and relationships once again become the focus of the process, delivered in a structured, purposeful, and functional way.

For managers, this situation will change because it must. The only question is which organizations will thrive because they move faster than their competitors.

This post only covers one aspect of this very complex topic – the irony that data and database-based talent management helped create this crisis, and that artificial intelligence is the best tool for managing that data and restoring the human element to the process. But it’s a very good place to begin.

What’s Next for You: The Eightfold Path to Transforming the Way We Hire and Manage Talent, by Eightfold’s Ashutosh Garg and Kamal Ahluwalia, is on sale now at Amazon and Barnes and Noble

You might also like...

Data Driven AI Decisions
Data Driven AI Decisions
May 06, 2026 9 min read Eightfold AI

AI doesn't invent bias — it learns it from historical data. See how Eightfold controls what goes into the model before training ever starts.

Passive Talent Pools
Passive Talent Pools
May 10, 2022 6 min read Todd Raphael

Learn a new way to build passive talent pools using AI to build a community of talent around a certain skill or role.

Ethical AI Hiring
Ethical AI Hiring
Aug 17, 2018 4 min read Om Bathija

At Eightfold.ai, one of our constant goals has been to encourage diversity and reduce bias in hiring.

Show More (9)Show Less
Hidden Talent Discovery
Hidden Talent Discovery
Dec 03, 2024 9 min read Robin Schooling

With the help of AI, HR leaders can embrace a people-centric approach to talent discovery, uncovering hidden potential.

Data-Driven Talent Decisions
Data-Driven Talent Decisions
Aug 02, 2022 1 min read

Hear just why data-driven insights are the key drivers in talent decisions and the ideal talent management code.

Talent Attraction Media Strategy
Talent Attraction Media Strategy
Jun 27, 2023 10 min read Eightfold AI

Talent acquisition needs a new approach that combines the best recruiting practices with real-time data insights.

Data Talent Development
Data Talent Development
Nov 07, 2024 10 min read Eightfold AI

AI-powered talent intelligence transforms your workforce’s potential. Read why access to talent data matters for everyone—not just executives.

Artificial Intelligence Talent Management
Artificial Intelligence Talent Management
Mar 17, 2021 5 min read Todd Raphael

State governments are adopting AI for talent. The “Hoosier Talent Network” from Eightfold AI already has tens of thousands of jobs open.

Talent Intelligence For Executives
Talent Intelligence For Executives
Nov 25, 2025 8 min read Rebecca Warren

AI-native talent intelligence is helping HR move toward making decisions based on real-world insights and enable better decision-making.

Talent Lifecycle Optimization
Talent Lifecycle Optimization
Apr 02, 2024 7 min read Eightfold AI

Imagine making more informed and efficient decisions at every stage in the talent life cycle — without burnout or extra head count.

Skills Taxonomy Framework
Skills Taxonomy Framework
Jan 24, 2023 8 min read Carly Ackerman

Without a skills-first strategy to make talent decisions, organizations could be getting in their own way when hiring and developing talent.

AI Focused Talent Implementation
AI Focused Talent Implementation
Jul 18, 2024 10 min read Eightfold AI

Trimble, BCG, and RedThread Research talent leaders discuss how AI adoption can help you overcome talent shortages.

Share Popup Title

Share this article