The company said it expects to record a pre-tax charge of $250 million to $300 million due to the move, with $120 million to $150 million to be incurred in the fourth quarter of 2020.
"The COVID-19 pandemic has advanced the pace of change and disrupted end markets around the world, increasing the need for companies to adapt faster," Chief Executive Officer Mike Roman said.
3M said the restructuring actions would allow it to take advantage of global market trends in e-commerce, health care, automotive electrification and home improvement.
The company had 96,163 employees as of Dec. 31, 2019.
The company said it expects the restructuring to result in annual pre-tax savings of $200 million to $250 million, with $75 million to $100 million in 2021.
(This story corrects paragraph 1 to say cost-savings of up to $250 million, not $350 million and paragraph 6 to say annual pre-tax savings, not this year)
(Reporting by Sanjana Shivdas in Bengaluru; Editing by Aditya Soni)