diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1177a34a..8d193af8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+### Added
+
+- Add `uni_random` scalar generation [#125]
+
 ## [0.12.2] - 2023-10-11
 
 ### Fixed
@@ -210,24 +214,25 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Rename `S` to `TWO_ADACITY` and export it
 
 <!-- Issues -->
-[#117]: (https://github.com/dusk-network/bls12_381/issues/117)
-[#109]: (https://github.com/dusk-network/bls12_381/issues/109)
-[#108]: (https://github.com/dusk-network/bls12_381/issues/108)
-[#100]: (https://github.com/dusk-network/bls12_381/issues/100)
-[#93]: (https://github.com/dusk-network/bls12_381/issues/93)
-[#75]: (https://github.com/dusk-network/bls12_381/issues/75)
-[#84]: (https://github.com/dusk-network/bls12_381/issues/84)
-[#94]: (https://github.com/dusk-network/bls12_381/issues/94)
-[#90]: (https://github.com/dusk-network/bls12_381/issues/90)
-[#86]: (https://github.com/dusk-network/bls12_381/issues/86)
-[#78]: (https://github.com/dusk-network/bls12_381/issues/78)
-[#61]: (https://github.com/dusk-network/bls12_381/issues/61)
-[#67]: (https://github.com/dusk-network/bls12_381/issues/67)
-[#54]: (https://github.com/dusk-network/bls12_381/issues/54)
-[#59]: (https://github.com/dusk-network/bls12_381/issues/59)
-[#58]: (https://github.com/dusk-network/bls12_381/issues/58)
-[#52]: (https://github.com/dusk-network/bls12_381/issues/52)
-[#50]: (https://github.com/dusk-network/bls12_381/issues/50)
+[#125]: https://github.com/dusk-network/bls12_381/issues/125
+[#117]: https://github.com/dusk-network/bls12_381/issues/117
+[#109]: https://github.com/dusk-network/bls12_381/issues/109
+[#108]: https://github.com/dusk-network/bls12_381/issues/108
+[#100]: https://github.com/dusk-network/bls12_381/issues/100
+[#93]: https://github.com/dusk-network/bls12_381/issues/93
+[#75]: https://github.com/dusk-network/bls12_381/issues/75
+[#84]: https://github.com/dusk-network/bls12_381/issues/84
+[#94]: https://github.com/dusk-network/bls12_381/issues/94
+[#90]: https://github.com/dusk-network/bls12_381/issues/90
+[#86]: https://github.com/dusk-network/bls12_381/issues/86
+[#78]: https://github.com/dusk-network/bls12_381/issues/78
+[#61]: https://github.com/dusk-network/bls12_381/issues/61
+[#67]: https://github.com/dusk-network/bls12_381/issues/67
+[#54]: https://github.com/dusk-network/bls12_381/issues/54
+[#59]: https://github.com/dusk-network/bls12_381/issues/59
+[#58]: https://github.com/dusk-network/bls12_381/issues/58
+[#52]: https://github.com/dusk-network/bls12_381/issues/52
+[#50]: https://github.com/dusk-network/bls12_381/issues/50
 
 <!-- Versions -->
 [Unreleased]: https://github.com/dusk-network/bls12_381/compare/v0.12.2...HEAD
diff --git a/src/scalar/dusk.rs b/src/scalar/dusk.rs
index f8d98623..f17279aa 100644
--- a/src/scalar/dusk.rs
+++ b/src/scalar/dusk.rs
@@ -8,6 +8,7 @@ use core::cmp::{Ord, Ordering, PartialOrd};
 use core::convert::TryFrom;
 use core::ops::{BitAnd, BitXor};
 use dusk_bytes::{Error as BytesError, Serializable};
+use rand_core::{CryptoRng, RngCore};
 use subtle::{Choice, ConditionallySelectable, ConstantTimeEq};
 
 use super::{Scalar, MODULUS, R2};
@@ -253,6 +254,41 @@ impl Scalar {
         res
     }
 
+    /// Compute a uniformly distributed random scalar.
+    ///
+    /// Because scalars take 255 bits for encoding it is difficult to generate
+    /// random bit-pattern that ensures to encodes a valid scalar.
+    /// Wrapping the values that are higher than [`MODULUS`], as done in
+    /// [`Self::random`], results in hitting some values more than others, and
+    /// zeroing out the highest two bits will eliminate some values from the
+    /// possible results.
+    ///
+    /// This function achieves a uniform distribution of scalars by using
+    /// rejection sampling: random bit-patterns are generated until a valid
+    /// scalar is found.
+    /// The function is not constant time but that shouldn't be a concern since
+    /// no information about the scalar can be gained by knowing the time of
+    /// its generation.
+    pub fn uni_random<R>(rng: &mut R) -> Self
+    where
+        R: RngCore + CryptoRng,
+    {
+        let mut buf = [0; 32];
+        let mut scalar: Option<Self> = None;
+
+        // We loop as long as it takes to generate a valid scalar.
+        // As long as the random number generator is implemented properly, this
+        // loop will terminate.
+        while scalar == None {
+            rng.fill_bytes(&mut buf);
+            // Since modulus has at most 255 bits, we can zero the MSB and like
+            // this improve our chances of hitting a valid scalar to above 50%
+            buf[32 - 1] &= 0b0111_1111;
+            scalar = Self::from_bytes(&buf).into();
+        }
+        scalar.unwrap()
+    }
+
     /// SHR impl
     #[inline]
     pub fn divn(&mut self, mut n: u32) {