WASHINGTON—The White House said Wednesday it has pledges from companies to create more than 6 million job-training opportunities, part of an initiative to address job market changes and a shortage of qualified workers.

“Our strong economy has brought a longstanding critical issue to the forefront: Employers are having trouble finding enough workers with the right skills,” Ivanka Trump, an adviser to President Trump and his daughter, said during a conference call with reporters.

The...