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Unemployment is at a historic low, and the number of job openings is up to 5.4 million, according to the Bureau of Labor Statistics's most recent count.

WNewImagehere are these jobs? SmartRecruiters, a software provider to the likes of Equinox Fitness, Atlassian, and Ubisoft, among others, analyzed data from 700 companies and over 100,000 jobs to find the positions most in demand and the cities that have the most openings. SmartRecruiters’s analysis also offers an eye-opening look into the timing for posting positions and the best time to apply for them.

Image: Flickr user Phalinn Ooi