Zooey Deschanelhas a new man in her life — and it’sProperty BrothersstarJonathan Scott, a source confirms to PEOPLE.

“It’s new, but they are having a lot of fun together,” a source tells PEOPLE.

Another source close to Scott says they met shooting an episode ofCarpool Karaoke.

Just one week afterannouncing her splitfrom husband Jacob Pechenik, Deschanel, 39, was spotted walking hand-in-hand with Scott, 41.

The pair flashed wide smiles during the outing, with Deschanel sporting a blue dress and metallic flats while Scott wore a bomber jacket, grey jeans and sneakers.

On Sep. 6, theNew Girlstar and her producer husband announced they were ending their marriage after four years.

Mark Davis/Getty Images; Alberto E. Rodriguez/Getty Images

Zooey Deschanel, Jonathan Scott

“After much discussion and a long period of contemplation we have decided we are better off as friends, business partners and co-parents rather than life partners,” a rep for the couple told PEOPLE in a joint statement. “We remain committed to our business, our values and most of all our children. Thank you for respecting our privacy at this time.”

Deschanel and Pechenik had been separated for months, according to a source, before announcing the news.

The former couple met on set of theBill MurraycomedyRock the Kasbah.They confirmed their engagement in January 2015 and got married that summer, around the same time they welcomed their first child, daughter Elsie, in July. In addition to Elsie, now 4, they share son Charlie, 2.

Zooey Deschanel and Jacob Pechenik.Barry King/Getty Images

Zooey Deschanel and Jacob Pechenik

Deschanel waspreviously marriedto Ben Gibbard, the lead singer of Death Cab For Cutie.

Scott was alsopreviously marriedto Kelsy Ully. The former couple got married in 2007 and split in 2010.

source: people.com