diff --git a/project/Build.scala b/project/Build.scala
index 732d3d44e..cab13096e 100644
--- a/project/Build.scala
+++ b/project/Build.scala
@@ -145,6 +145,7 @@ object SummingbirdBuild extends Build {
   lazy val summingbirdClient = module("client").settings(
     libraryDependencies ++= Seq(
       "com.twitter" %% "algebird-core" % algebirdVersion,
+      "com.twitter" %% "algebird-util" % algebirdVersion,
       withCross("com.twitter" %% "bijection-core" % bijectionVersion),
       withCross("com.twitter" %% "storehaus-core" % storehausVersion),
       withCross("com.twitter" %% "storehaus-algebra" % storehausVersion)
@@ -184,7 +185,7 @@ object SummingbirdBuild extends Build {
       "com.backtype" % "dfs-datastores" % dfsDatastoresVersion,
       "com.backtype" % "dfs-datastores-cascading" % dfsDatastoresVersion,
       "com.twitter" %% "algebird-core" % algebirdVersion,
-      "com.twitter" %% "algebird-util" % algebirdVersion,
+      "com.twitter" %% "algebird-bijection" % algebirdVersion,
       withCross("com.twitter" %% "bijection-json" % bijectionVersion),
       withCross("com.twitter" %% "chill" % chillVersion),
       "com.twitter" %% "scalding-core" % scaldingVersion,
diff --git a/summingbird-scalding/src/main/scala/com/twitter/summingbird/scalding/ScaldingStore.scala b/summingbird-scalding/src/main/scala/com/twitter/summingbird/scalding/ScaldingStore.scala
index 72b3ba71e..59a612b14 100644
--- a/summingbird-scalding/src/main/scala/com/twitter/summingbird/scalding/ScaldingStore.scala
+++ b/summingbird-scalding/src/main/scala/com/twitter/summingbird/scalding/ScaldingStore.scala
@@ -16,9 +16,11 @@
 
 package com.twitter.summingbird.scalding
 
+import com.twitter.algebird.bijection.BijectedSemigroup
 import com.twitter.algebird.{Monoid, Semigroup}
 import com.twitter.algebird.{ Universe, Empty, Interval, Intersection, InclusiveLower, ExclusiveUpper, InclusiveUpper }
 import com.twitter.algebird.monad.{StateWithError, Reader}
+import com.twitter.bijection.Bijection
 import com.twitter.scalding.{Dsl, Mode, TypedPipe, Grouped, IterableSource, TupleSetter, TupleConverter}
 import com.twitter.summingbird._
 import com.twitter.summingbird.option._
@@ -125,13 +127,36 @@ trait BatchedScaldingStore[K, V] extends ScaldingStore[K, V] { self =>
           case NonCommutative => sorted
         }
 
-        val redFn: (((Long, V), (Long, V)) => (Long, V)) = { (left, right) =>
+        /**
+          * If the supplied Semigroup[V] is an instance of
+          * BijectedSemigroup[U, V], Returns the backing Bijection[U, V]
+          * and Semigroup[U]; else None.
+          */
+        def unpackBijectedSemigroup[U]: Option[(Bijection[V, U], Semigroup[U])] =
+          sg match {
+            case innerSg: BijectedSemigroup[U, V] => Some(
+              innerSg.bijection -> innerSg.sg
+            )
+            case _ => None
+          }
+
+        def redFn[T: Semigroup]
+            : (((Long, T), (Long, T)) => (Long, T)) = { (left, right) =>
           val (tl, vl) = left
           val (tr, vr) = right
-          (tl max tr, sg.plus(vl, vr))
+          (tl max tr, Semigroup.plus(vl, vr))
         }
+
         // We strip the times
-        val nextSummed = toKVPipe(maybeSorted.reduce(redFn)).values
+        def sumNext[U] =
+          unpackBijectedSemigroup[U].map { case (bij, semi) =>
+            maybeSorted.mapValues { case (l, v) => (l, bij(v)) }
+              .reduce(redFn[U](semi))
+              .map { case (k, (l, v)) => (k, (l, (bij.invert(v)))) }
+          }.getOrElse {
+            maybeSorted.reduce(redFn(sg))
+          }
+        val nextSummed = toKVPipe(sumNext).values
         // could be an empty method, in which case scalding will do nothing here
         writeLast(head, nextSummed)
 
@@ -139,7 +164,7 @@ trait BatchedScaldingStore[K, V] extends ScaldingStore[K, V] { self =>
         val stream = toKVPipe(sorted.scanLeft(None: Option[(Long, V)]) { (old, item) =>
             old match {
               case None => Some(item)
-              case Some(prev) => Some(redFn(prev, item))
+              case Some(prev) => Some(redFn(sg)(prev, item))
             }
           }
           .mapValueStream { _.flatten /* unbox the option */ }