Baltimore moved up a spot to number 2 on a study of the best cities for women in tech.

The latest study from SmartAsset shows that the city’s position rose after two years in the third spot. The city has risen from number 12 in 2015, the first year of the study, said SmartAsset Director of Financial Education AJ Smith.

Drawing on U.S. Census Bureau data, the study looks at factors including the number of tech jobs filled by women, income and the gender pay gap. These numbers include:

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