There is "substantial demand" for engineers in the UK economy, a review has found.
The Government-commissioned review says more must be done to encourage young people, particularly girls, to take up the profession.
Led by Professor John Perkins, chief scientific adviser to the Department for Business Innovation and Skills, the review calls for employers and professional organisations to step in and work with the Government to address the shortage of skills.
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The letter was signed by the CBI, British Chambers of Commerce, the EEF, the Institute of Directors and the Federation of Small Businesses.
A spokesperson said Rory Stewart's remarks were in line with the British government’s stated position.
The minister's intervention will come a week after Trump decertified the landmark agreement claiming it was not in the US national interest.