The departures follow a rocky production start for the company's Model X sport utility vehicle, a technology-heavy crossover that faced problems including parts shortages and quality issues, such as non-fastening doors.

Tesla's vice president of production, Greg Reichow, has chosen to take a leave of absence for a "well-earned break," a Tesla spokesperson said. Chief Executive Elon Musk said Reichow and his team deserved credit for "building an all-new manufacturing organization from the ground up" and making the Model S sedan and Model X a reality.

Reichow, who has led production for the past three years and has been employed for five years at Tesla, will stay on until a successor is found to ensure a "smooth handoff," the company said.

Tesla also confirmed its vice president of manufacturing, Josh Ensign, has left the company.

Tesla says the Model X issues have been resolved and production of the SUV, which began deliveries in September, is now on track.

The company hopes to produce 500,000 vehicles annually by 2020, led by its hotly anticipated Model 3, which is to be priced around $35,000 and due to begin production at the end of 2017.

Some analysts question whether the company will be able to handle a ten-fold increase in production, given demand for the Model 3, which has already received more than 325,000 reservations in the month following its unveiling on March 31.

Tesla is due to announce first-quarter results later on Wednesday.

(Reporting by Ankit Ajmera in Bengaluru and Alexandria Sage in San Francisco; Editing by Saumyadeb Chakrabarty and Tom Brown)

By Alexandria Sage