For years, falling wages and high unemployment seemed proof that low-wage workers needed an entirely new set of skills to succeed in an economy shaped by technological change and globalization.

It turns out what they needed most was time. As the economic expansion reaches a record age and unemployment remains near generation lows, the fortunes of low-skilled workers have turned up markedly. What looked like a permanent setback may be mostly cyclical.

Much...