Workforce, Diversity & AI

Creating diverse, inclusive & transparent workplaces with AI.

AI for Good and our partners are directly involved with tackling discrimination in the workforce with the application of AI and Machine Learning. We see immense potential for AI to bring transparency to labor markets, hiring practices, and encourage companies to embrace diverse and inclusive workforces.

In 2019 the AI for Good Foundation conducted a broad assessment of the public perception of Artificial Intelligence as the ‘Global Perceptions of AI’ survey. The study found that many people are concerned and fearful of AI’s impact and believe their jobs to be at risk.

Our scientific research indicates that there is no empirical evidence of negative impacts on labor markets due to the introduction of AI technologies. In fact, there is evidence for a positive and statistically significant impact on employment and firm growth.

Program Focus:

Research Paper

Artificial Intelligence, Firm Growth, and Industry Concentration​

By Tania Babina, Anastassia Fedyk, Alex Xi He & James Hodson

Which firms invest in artificial intelligence (AI) technologies, and how do these investments affect individual firms and industries? The paper provides a comprehensive picture of the use of AI technologies and their impact among US firms over the last decade, using a unique combination of job postings and individual-level employment profiles. It also introduces a novel measure of investments in AI technologies based on human capital and document that larger firms with higher sales, markups, and cash holdings tend to invest more in AI.

Addressing workplace discrimination with AI

Women, in particular mothers and minorities, have unequally born the economic weight of Covid-19, including higher unemployment rates than their male counterparts. 

Even without a pandemic, minority employees are often held to different standards. There have been countless PSAs and calls to action on the issue but the truth is, bias is human and eradicating its negative effects is hard. That’s where AI and machine learning tools can help even the playing field. 

Artificial Intelligence can reduce discrimination and increase equity by analyzing corporate hiring and promotion practices. 

The machine-generated results will be used to generate a Public Scorecard, giving you the knowledge and power to support companies that align with your value system. You can also help us create best practices that define “bias” and eliminate discriminatory computer programs.

Join us

Our team spans labor and behavioral economists, AI experts, and policy leaders. We welcome the opportunity to collaborate with subject matter experts to support this program and build it out further, Machine Learning experts to solve hard measurement problems, and ethicists who would like to further explore how Machine Learning methods can impact real world behavior.

Program Partners

University of California, Berkeley

The University of California, Berkeley is a public research university in Berkeley, California.


Cognism is the world’s leading all-in-one globally compliant prospecting solution.

Fordham University

Fordham is a private research university in New York City offering exceptional education.

Genos International

Genos International is a world leader in emotional intelligence programs.

Columbia University

Columbia University is a private Ivy League research university in New York City established in 1754.

The University of Maryland

The University of Maryland is the state's flagship university and one of the nation's preeminent public research universities.

Kellogg School of Management

The Kellogg School of Management is the business school of Northwestern University.

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