The Roar earn unwanted records each week and have now lost eight consecutive home games in the A-League Men competition, breaking the mark of seven they shared with the New Zealand Knights team from back in 2005.
The Jets moved up to 10 points and remained in 11th position on Tuesday, while the Roar stayed last on two points to add further pressure on under-siege coach Ruben Zadkovich.
Zadkovich was of the view his side dominated, as he did after the 3-1 loss to Central Coast on Friday.
"It does feel like déjà vu. Four days ago we were sat in the same room and saying pretty similar things," he said.
"I do feel like we were the better team. We were very unlucky not to go ahead and very unlucky not to win the game."
Jets coach Rob Stanton has the belief his side can go on a winning run.
"Every time we play I think we are going to win," he said.
"We don't fear any team. We are not scared. I am confident and have a lot of faith in the playing group and I challenged them a couple of weeks ago to make sure they don't waste opportunities and they have responded really well."
Clayton Taylor made a brilliant early solo run down the left wing for Newcastle and his left-foot shot was destined for the net before 17-year-old Roar central defender Lucas Herrington came from the clouds to deny him with a desperate block.
A moment of controversy midway through the first half lit up the match. Jets' Callum Timmins hit a thunderous left-footer that hit the underside of the crossbar and appeared on the angle of one replay to have crossed the line.
But referee Alireza Faghani ruled no goal with VAR backing up the on-field decision.
The Jets created the best chances and Eli Adams hit the woodwork with a cracking half-volley to highlight the lack of fortune they were experiencing.
The Roar benched teenager Thomas Waddingham and played Adam Zimarino as striker, but it didn't work. The hosts had more final-third entries in the first half but couldn't make it count.
After the break the Jets were denied again when a Lachlan Bayliss shot ricocheted off Roar defender Walid Shour on the line and straight into the arms of Macklin Freke.
It stung the Roar into action and they discovered their mojo, looking like a completely different side.
Keegan Jelacic and Samuel Klein forced Jets No.1 Ryan Scott into saves, while Herrington hit the crossbar with a header and Klein headed wide at the far post from a curling Jelacic free kick.
Waddingham replaced Zimarino in the 62nd minute, but it was Rose who emerged the hero in just his second match for the Jets when he latched onto a brilliant Thomas Aquilina cross.
The Roar have not won at home since a 3-2 win over Melbourne Victory on March 3. The club's last win was a 2-1 away victory over Western Sydney on April 5 ... 278 days ago. Their club record winless streak now stretches to 14.