Quarterback Derek Carr, wide receiver Amari Cooper, center Rodney Hudson, defensive end Khalil Mack, safety Reggie Nelson, guard Kelechi Osemele and tackle Donald Penn were picked from the Raiders, who are in first place in the AFC West going into Week 16.
The Raiders had three players selected from their offensive line, a big reason the team has finally ended its long playoff drought.
"It means a lot. It's a great honor to be recognized for what you do," Hudson said. "It's very humbling. I give a lot of thanks to our teammates because you can't do any of it by yourself."
Six members of the Atlanta Falcons were selected, most among NFC teams. Outside linebacker Vic Beasley, kicker Matt Bryant, running back Devonta Freeman, wide receiver Julio Jones, center Alex Mack and quarterback Matt Ryan were chosen from the NFC South leaders.
Despite missing the first four games of the season because of his "Deflategate" suspension, New England quarterback Tom Brady was picked for the 12th time in his career. Cleveland tackle Joe Thomas and Arizona wide receiver Larry Fitzgerald were selected for the 10th time.
The Jets did not have any players named to the team.
The Pro Bowl will be played on Sunday, Jan. 29, in Orlando, Florida. The game will return to the NFC vs. AFC format after three years.
Twenty-six of the 32 teams had at least one player picked. Twenty players were chosen for the first time, including three rookies: Ezekiel Elliott and Dak Prescott from Dallas, and Kansas City's Tyreek Hill.
In addition to Prescott and Elliott, offensive linemen Travis Frederick, Zack Martin and Tyron Smith were picked from Dallas.
For the Steelers, running back Le'Veon Bell, wide receiver Antonio Brown, guard David DeCastro, center Maurkice Pouncey and quarterback Ben Roethlisberger were selected. Roethlisberger, Pouncey and Brown were all chosen for the fifth time.
For the surprising Titans, tied with Houston for first place in the AFC South, it's their most players picked for the Pro Bowl since they had six in 2008.
Running back DeMarco Murray leads the group. He has 1,224 yards rushing, second in the NFL behind Elliott. Left tackle Taylor Lewan earned his first Pro Bowl honor in his third season, while linebacker Brian Orakpo earned his fourth Pro Bowl trip overall and first since signing with Tennessee in March 2015. Tight end Delanie Walker and defensive lineman Jurrell Casey were both elected to start for the first time in their second career appearance.