Workers were reinforcing a hillside when the landslide happened on Monday evening, the official Xinhua news agency said.
Rescuers have found 14 bodies, as well as three injured people, with the cause of the accident "still under investigation", Xinhua reported.
Rescue work is "completed", with the three injured currently in stable condition, Xinhua added.
Photos published by state media showed rescue crews working overnight under floodlights, with masses of debris and crushed machinery visible.
Construction and industrial accidents are not uncommon in China, often due to lax safety standards.
In December, two workers were killed and twenty others rescued from a flooded coal mine in Shanxi province.
In July, 14 workers died in south China's Guangdong province after a tunnel they were building flooded.
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