diff --git a/Cargo.toml b/Cargo.toml
index a4dec8c70..eb187c02f 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -19,7 +19,7 @@ exclude = ["ci"]
 
 [dependencies]
 rayon-core = { version = "1.5.0", path = "rayon-core" }
-crossbeam-deque = "0.6.3"
+crossbeam-deque = "0.7"
 
 # This is a public dependency!
 [dependencies.either]
diff --git a/rayon-core/Cargo.toml b/rayon-core/Cargo.toml
index e17d7e422..358ed1a24 100644
--- a/rayon-core/Cargo.toml
+++ b/rayon-core/Cargo.toml
@@ -17,7 +17,7 @@ categories = ["concurrency"]
 [dependencies]
 num_cpus = "1.2"
 lazy_static = "1"
-crossbeam-deque = "0.6.3"
+crossbeam-deque = "0.7"
 crossbeam-queue = "0.1.2"
 crossbeam-utils = "0.6.5"
 
diff --git a/rayon-core/src/registry.rs b/rayon-core/src/registry.rs
index 76567c370..f529ad047 100644
--- a/rayon-core/src/registry.rs
+++ b/rayon-core/src/registry.rs
@@ -1,4 +1,4 @@
-use crossbeam_deque::{self as deque, Pop, Steal, Stealer, Worker};
+use crossbeam_deque::{self as deque, Steal, Stealer, Worker};
 use crossbeam_queue::SegQueue;
 #[cfg(rayon_unstable)]
 use internal::task::Task;
@@ -224,11 +224,14 @@ impl Registry {
 
         let (workers, stealers): (Vec<_>, Vec<_>) = (0..n_threads)
             .map(|_| {
-                if breadth_first {
-                    deque::fifo()
+                let w = if breadth_first {
+                    deque::Worker::new_fifo()
                 } else {
-                    deque::lifo()
-                }
+                    deque::Worker::new_lifo()
+                };
+
+                let s = w.stealer();
+                (w, s)
             })
             .unzip();
 
@@ -674,13 +677,7 @@ impl WorkerThread {
     /// bottom.
     #[inline]
     pub(super) unsafe fn take_local_job(&self) -> Option<JobRef> {
-        loop {
-            match self.worker.pop() {
-                Pop::Empty => return None,
-                Pop::Data(d) => return Some(d),
-                Pop::Retry => {}
-            }
-        }
+        self.worker.pop()
     }
 
     /// Wait until the latch is set. Try to keep busy by popping and
@@ -763,7 +760,7 @@ impl WorkerThread {
                 loop {
                     match victim.stealer.steal() {
                         Steal::Empty => return None,
-                        Steal::Data(d) => {
+                        Steal::Success(d) => {
                             log!(StoleWork {
                                 worker: self.index,
                                 victim: victim_index
diff --git a/src/iter/par_bridge.rs b/src/iter/par_bridge.rs
index b366de698..bc938e46e 100644
--- a/src/iter/par_bridge.rs
+++ b/src/iter/par_bridge.rs
@@ -79,7 +79,8 @@ where
         C: UnindexedConsumer<Self::Item>,
     {
         let split_count = AtomicUsize::new(current_num_threads());
-        let (worker, stealer) = deque::fifo();
+        let worker = deque::Worker::new_fifo();
+        let stealer = worker.stealer();
         let done = AtomicBool::new(false);
         let iter = Mutex::new((self.iter, worker));
 
@@ -149,7 +150,7 @@ where
     {
         loop {
             match self.items.steal() {
-                Steal::Data(it) => {
+                Steal::Success(it) => {
                     folder = folder.consume(it);
                     if folder.full() {
                         return folder;