General Electric Co. is in talks to merge its oil-and-gas business with Baker Hughes Inc., according to people familiar with the matter, a transaction that would dramatically reshape the industrial giant.

GE has approached the oil-field-services company about a deal, the people said, but details of the talks couldn’t be learned and they could break down before an agreement is reached.

A...