diff --git a/.circleci/config.yml b/.circleci/config.yml
index 85b1277..55f7706 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -59,8 +59,7 @@ workflows:
           branches:
             only:
             - develop
-            - PM-4482
-            - security_july_2026
+            - PM-5460
             
     # Production builds are exectuted only on tagged commits to the
     # master branch.
diff --git a/docs/swagger.yaml b/docs/swagger.yaml
index 460315b..0c64c3c 100644
--- a/docs/swagger.yaml
+++ b/docs/swagger.yaml
@@ -2489,11 +2489,12 @@ definitions:
         properties:
           skills:
             type: boolean
-          gigAvailability:
+          engagementAvailability:
             type: boolean
-          bio:
+          preferredRoles:
             type: boolean
-          profilePicture:
+            description: True when the member has selected at least one preferred role.
+          bio:
             type: boolean
           workHistory:
             type: boolean
@@ -2504,7 +2505,10 @@ definitions:
           skillsLastUpdateDate:
             type: date-time
             description: 'ISO-8601 formatted date times (YYYY-MM-DDTHH:mm:ss.sssZ)'
-          gigAvailabilityLastUpdateDate:
+          engagementAvailabilityLastUpdateDate:
+            type: date-time
+            description: 'ISO-8601 formatted date times (YYYY-MM-DDTHH:mm:ss.sssZ)'
+          preferredRolesLastUpdateDate:
             type: date-time
             description: 'ISO-8601 formatted date times (YYYY-MM-DDTHH:mm:ss.sssZ)'
           workHistoryLastUpdateDate:
diff --git a/src/services/MemberService.ts b/src/services/MemberService.ts
index f0dc0d9..d3fc265 100644
--- a/src/services/MemberService.ts
+++ b/src/services/MemberService.ts
@@ -81,6 +81,34 @@ function isEngagementAvailabilityComplete (member, openToWorkData) {
   return hasAvailability || hasLegacyPreferredRoles
 }
 
+/**
+ * Determine whether the member has selected at least one preferred role.
+ * Prefers the top-level personalization.preferredRoles field (current model)
+ * and falls back to legacy openToWork.preferredRoles when the top-level key
+ * is absent.
+ * @param {Array} personalizationData personalization trait data entries
+ * @returns {Boolean} true when at least one preferred role is selected
+ */
+function hasPreferredRolesSelected (personalizationData) {
+  if (!Array.isArray(personalizationData) || personalizationData.length === 0) {
+    return false
+  }
+
+  const personalizationEntry = personalizationData.find(r =>
+    Object.prototype.hasOwnProperty.call(r, 'preferredRoles') ||
+    Object.prototype.hasOwnProperty.call(r, 'openToWork')
+  ) || personalizationData[0] || {}
+
+  let preferredRoles
+  if (Object.prototype.hasOwnProperty.call(personalizationEntry, 'preferredRoles')) {
+    preferredRoles = personalizationEntry.preferredRoles
+  } else {
+    preferredRoles = personalizationEntry.openToWork && personalizationEntry.openToWork.preferredRoles
+  }
+
+  return Array.isArray(preferredRoles) && preferredRoles.length > 0
+}
+
 /**
  * Resolve compact memberStats track/type UUIDs before deriving current
  * maxRating labels for member profile responses.
@@ -617,6 +645,7 @@ async function getProfileCompleteness (currentUser, handle, query) {
   // data.verified = false
   data.skills = false
   data.engagementAvailability = false
+  data.preferredRoles = false
   data.bio = false
   data.workHistory = false
   data.education = false
@@ -626,6 +655,7 @@ async function getProfileCompleteness (currentUser, handle, query) {
 
   data.skillsLastUpdateDate = undefined
   data.engagementAvailabilityLastUpdateDate = undefined
+  data.preferredRolesLastUpdateDate = undefined
   data.workHistoryLastUpdateDate = undefined
   data.educationLastUpdateDate = undefined
   data.locationLastUpdateDate = undefined
@@ -645,14 +675,22 @@ async function getProfileCompleteness (currentUser, handle, query) {
       data.workHistoryLastUpdateDate = new Date(item.updatedAt).toISOString()
     }
 
-    if (item.traitId === 'personalization' && item.traits.data.length > 0 && !data.engagementAvailability) {
-      const openToWorkTrait = item.traits.data.find(r => Object.keys(r).includes('openToWork')) || {}
-      const openToWorkData = openToWorkTrait.openToWork
+    if (item.traitId === 'personalization' && item.traits.data.length > 0) {
+      if (!data.engagementAvailability) {
+        const openToWorkTrait = item.traits.data.find(r => Object.keys(r).includes('openToWork')) || {}
+        const openToWorkData = openToWorkTrait.openToWork
 
-      if (isEngagementAvailabilityComplete(member, openToWorkData)) {
+        if (isEngagementAvailabilityComplete(member, openToWorkData)) {
+          completeItems += 1
+          data.engagementAvailability = true
+          data.engagementAvailabilityLastUpdateDate = new Date(item.updatedAt).toISOString()
+        }
+      }
+
+      if (!data.preferredRoles && hasPreferredRolesSelected(item.traits.data)) {
         completeItems += 1
-        data.engagementAvailability = true
-        data.engagementAvailabilityLastUpdateDate = new Date(item.updatedAt).toISOString()
+        data.preferredRoles = true
+        data.preferredRolesLastUpdateDate = new Date(item.updatedAt).toISOString()
       }
     }
   })
@@ -666,6 +704,9 @@ async function getProfileCompleteness (currentUser, handle, query) {
   if (!data.engagementAvailability) {
     showToast.push('engagementAvailability')
   }
+  if (!data.preferredRoles) {
+    showToast.push('preferredRoles')
+  }
 
   // TODO: Do we use the short bio or the "description" field of the member object?
   if (member.description && !data.bio) {