diff --git a/pkg/models/export.go b/pkg/models/export.go
index 05fe5a178..99a1d88c2 100644
--- a/pkg/models/export.go
+++ b/pkg/models/export.go
@@ -158,7 +158,7 @@ func exportProjectsAndTasks(s *xorm.Session, u *user.User, wr *zip.Writer) (task
 	tasks, _, _, err := getTasksForProjects(s, rawProjects, u, &taskSearchOptions{
 		page:    0,
 		perPage: -1,
-	})
+	}, nil)
 	if err != nil {
 		return taskIDs, err
 	}
diff --git a/pkg/models/kanban.go b/pkg/models/kanban.go
index dc9d38a13..371cc5b09 100644
--- a/pkg/models/kanban.go
+++ b/pkg/models/kanban.go
@@ -274,7 +274,7 @@ func GetTasksInBucketsForView(s *xorm.Session, view *ProjectView, opts *taskSear
 		taskMap[t.ID] = t
 	}
 
-	err = addMoreInfoToTasks(s, taskMap, auth)
+	err = addMoreInfoToTasks(s, taskMap, auth, view)
 	if err != nil {
 		return nil, err
 	}
diff --git a/pkg/models/project_duplicate.go b/pkg/models/project_duplicate.go
index ee6882b63..03062f9f8 100644
--- a/pkg/models/project_duplicate.go
+++ b/pkg/models/project_duplicate.go
@@ -223,7 +223,7 @@ func duplicateProjectBackground(s *xorm.Session, pd *ProjectDuplicate, doer web.
 
 func duplicateTasks(s *xorm.Session, doer web.Auth, ld *ProjectDuplicate, bucketMap map[int64]int64) (err error) {
 	// Get all tasks + all task details
-	tasks, _, _, err := getTasksForProjects(s, []*Project{{ID: ld.ProjectID}}, doer, &taskSearchOptions{})
+	tasks, _, _, err := getTasksForProjects(s, []*Project{{ID: ld.ProjectID}}, doer, &taskSearchOptions{}, nil)
 	if err != nil {
 		return err
 	}
diff --git a/pkg/models/task_collection.go b/pkg/models/task_collection.go
index f71b203e5..3573c5dc4 100644
--- a/pkg/models/task_collection.go
+++ b/pkg/models/task_collection.go
@@ -213,7 +213,7 @@ func (tf *TaskCollection) ReadAll(s *xorm.Session, a web.Auth, search string, pa
 		if err != nil {
 			return nil, 0, 0, err
 		}
-		return getTasksForProjects(s, []*Project{project}, a, opts)
+		return getTasksForProjects(s, []*Project{project}, a, opts, view)
 	}
 
 	// If the project ID is not set, we get all tasks for the user.
@@ -253,5 +253,5 @@ func (tf *TaskCollection) ReadAll(s *xorm.Session, a web.Auth, search string, pa
 		}
 	}
 
-	return getTasksForProjects(s, projects, a, opts)
+	return getTasksForProjects(s, projects, a, opts, view)
 }
diff --git a/pkg/models/task_position.go b/pkg/models/task_position.go
index 1994e0f3a..2c0a3a8de 100644
--- a/pkg/models/task_position.go
+++ b/pkg/models/task_position.go
@@ -134,3 +134,11 @@ func RecalculateTaskPositions(s *xorm.Session, view *ProjectView) (err error) {
 	_, err = s.Insert(newPositions)
 	return
 }
+
+func getPositionsForView(s *xorm.Session, view *ProjectView) (positions []*TaskPosition, err error) {
+	positions = []*TaskPosition{}
+	err = s.
+		Where("project_view_id = ?", view.ID).
+		Find(&positions)
+	return
+}
diff --git a/pkg/models/tasks.go b/pkg/models/tasks.go
index 7dbd88f6a..b9fca067f 100644
--- a/pkg/models/tasks.go
+++ b/pkg/models/tasks.go
@@ -303,7 +303,7 @@ func getRawTasksForProjects(s *xorm.Session, projects []*Project, a web.Auth, op
 	return tasks, len(tasks), totalItems, err
 }
 
-func getTasksForProjects(s *xorm.Session, projects []*Project, a web.Auth, opts *taskSearchOptions) (tasks []*Task, resultCount int, totalItems int64, err error) {
+func getTasksForProjects(s *xorm.Session, projects []*Project, a web.Auth, opts *taskSearchOptions, view *ProjectView) (tasks []*Task, resultCount int, totalItems int64, err error) {
 
 	tasks, resultCount, totalItems, err = getRawTasksForProjects(s, projects, a, opts)
 	if err != nil {
@@ -315,7 +315,7 @@ func getTasksForProjects(s *xorm.Session, projects []*Project, a web.Auth, opts
 		taskMap[t.ID] = t
 	}
 
-	err = addMoreInfoToTasks(s, taskMap, a)
+	err = addMoreInfoToTasks(s, taskMap, a, view)
 	if err != nil {
 		return nil, 0, 0, err
 	}
@@ -392,7 +392,7 @@ func GetTasksByUIDs(s *xorm.Session, uids []string, a web.Auth) (tasks []*Task,
 		taskMap[t.ID] = t
 	}
 
-	err = addMoreInfoToTasks(s, taskMap, a)
+	err = addMoreInfoToTasks(s, taskMap, a, nil)
 	return
 }
 
@@ -533,7 +533,7 @@ func addRelatedTasksToTasks(s *xorm.Session, taskIDs []int64, taskMap map[int64]
 
 // This function takes a map with pointers and returns a slice with pointers to tasks
 // It adds more stuff like assignees/labels/etc to a bunch of tasks
-func addMoreInfoToTasks(s *xorm.Session, taskMap map[int64]*Task, a web.Auth) (err error) {
+func addMoreInfoToTasks(s *xorm.Session, taskMap map[int64]*Task, a web.Auth, view *ProjectView) (err error) {
 
 	// No need to iterate over users and stuff if the project doesn't have tasks
 	if len(taskMap) == 0 {
@@ -591,6 +591,17 @@ func addMoreInfoToTasks(s *xorm.Session, taskMap map[int64]*Task, a web.Auth) (e
 		return
 	}
 
+	var positionsMap = make(map[int64]*TaskPosition)
+	if view != nil {
+		positions, err := getPositionsForView(s, view)
+		if err != nil {
+			return err
+		}
+		for _, position := range positions {
+			positionsMap[position.TaskID] = position
+		}
+	}
+
 	// Add all objects to their tasks
 	for _, task := range taskMap {
 
@@ -612,6 +623,11 @@ func addMoreInfoToTasks(s *xorm.Session, taskMap map[int64]*Task, a web.Auth) (e
 		if has {
 			task.Reactions = r
 		}
+
+		p, has := positionsMap[task.ID]
+		if has {
+			task.Position = p.Position
+		}
 	}
 
 	// Get all related tasks
@@ -1487,7 +1503,7 @@ func (t *Task) ReadOne(s *xorm.Session, a web.Auth) (err error) {
 	taskMap := make(map[int64]*Task, 1)
 	taskMap[t.ID] = t
 
-	err = addMoreInfoToTasks(s, taskMap, a)
+	err = addMoreInfoToTasks(s, taskMap, a, nil)
 	if err != nil {
 		return
 	}
diff --git a/pkg/models/typesense.go b/pkg/models/typesense.go
index 6f9097cd5..b876ff9cc 100644
--- a/pkg/models/typesense.go
+++ b/pkg/models/typesense.go
@@ -291,7 +291,7 @@ func reindexTasksInTypesense(s *xorm.Session, tasks map[int64]*Task) (err error)
 		return
 	}
 
-	err = addMoreInfoToTasks(s, tasks, &user.User{ID: 1})
+	err = addMoreInfoToTasks(s, tasks, &user.User{ID: 1}, nil)
 	if err != nil {
 		return fmt.Errorf("could not fetch more task info: %s", err.Error())
 	}