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Artificial intelligence and automation are a source of palpable anxiety in our culture. Exciting technological advances are mingled with op-eds, statistics and predictions about negative implications for future employment: what will work and career opportunities look like in a future where computers learn, repair themselves and even come up with new solutions?

Futurist Thomas Frey gave a TED talk in which he predicted 2 billion jobs would disappear by 2030--but don’t be alarmed! He believes new jobs will be created in tandem with these losses, resulting in a net balance. Driverless car operating system engineers will replace taxi and limo drivers. Construction industry jobs will shift to 3D printer repair technicians. Rather than a lack of jobs, Frey suggests that “our challenge will be to upgrade our workforce to match the labor demand of the coming era.”

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