diff --git a/src/main/java/com/yello/server/domain/friend/repository/FriendJpaRepository.java b/src/main/java/com/yello/server/domain/friend/repository/FriendJpaRepository.java
index 86aa4804..e4b7deaf 100644
--- a/src/main/java/com/yello/server/domain/friend/repository/FriendJpaRepository.java
+++ b/src/main/java/com/yello/server/domain/friend/repository/FriendJpaRepository.java
@@ -29,7 +29,8 @@ Optional<Friend> findByUserAndTarget(@Param("userId") Long userId,
     @Query("select f from Friend f " +
         "where f.target.id = :targetId " +
         "and f.user.id = :userId")
-    Optional<Friend> findByUserAndTargetNotFiltered(@Param("userId") Long userId, @Param("targetId") Long targetId);
+    Optional<Friend> findByUserAndTargetNotFiltered(@Param("userId") Long userId,
+        @Param("targetId") Long targetId);
 
     @Query("select case when count(f) > 0 then true else false end from Friend f " +
         "where f.target.id = :targetId " +
@@ -64,4 +65,12 @@ Optional<Friend> findByUserAndTarget(@Param("userId") Long userId,
     @Query("select f from Friend f " +
         "where f.target.id = :targetId")
     List<Friend> findAllByTargetIdNotFiltered(@Param("targetId") Long targetId);
+
+    @Query("select f from Friend f "
+        + "where f.user.id = :userId "
+        + "and f.target.uuid not in :uuidList "
+        + "and f.user.deletedAt is null "
+        + "and f.target.deletedAt is null")
+    List<Friend> findALlByUserIdAndTargetNotIn(@Param("userId") Long userId,
+        @Param("uuidList") List<String> uuidList);
 }
diff --git a/src/main/java/com/yello/server/domain/friend/repository/FriendRepository.java b/src/main/java/com/yello/server/domain/friend/repository/FriendRepository.java
index 731c70cc..39f5a3f4 100644
--- a/src/main/java/com/yello/server/domain/friend/repository/FriendRepository.java
+++ b/src/main/java/com/yello/server/domain/friend/repository/FriendRepository.java
@@ -31,4 +31,6 @@ public interface FriendRepository {
     List<Friend> findAllByUserIdNotFiltered(Long userId);
 
     List<Friend> findAllByTargetIdNotFiltered(Long targetId);
+
+    List<Friend> findAllByUserIdNotIn(Long userId, List<String> uuidList);
 }
diff --git a/src/main/java/com/yello/server/domain/friend/repository/FriendRepositoryImpl.java b/src/main/java/com/yello/server/domain/friend/repository/FriendRepositoryImpl.java
index 26c79eb9..cfe74415 100644
--- a/src/main/java/com/yello/server/domain/friend/repository/FriendRepositoryImpl.java
+++ b/src/main/java/com/yello/server/domain/friend/repository/FriendRepositoryImpl.java
@@ -81,4 +81,9 @@ public List<Friend> findAllByUserIdNotFiltered(Long userId) {
     public List<Friend> findAllByTargetIdNotFiltered(Long targetId) {
         return friendJpaRepository.findAllByTargetIdNotFiltered(targetId);
     }
+
+    @Override
+    public List<Friend> findAllByUserIdNotIn(Long userId, List<String> uuidList) {
+        return friendJpaRepository.findALlByUserIdAndTargetNotIn(userId, uuidList);
+    }
 }
diff --git a/src/main/java/com/yello/server/domain/vote/service/VoteManagerImpl.java b/src/main/java/com/yello/server/domain/vote/service/VoteManagerImpl.java
index 55a8210a..f857dfd4 100644
--- a/src/main/java/com/yello/server/domain/vote/service/VoteManagerImpl.java
+++ b/src/main/java/com/yello/server/domain/vote/service/VoteManagerImpl.java
@@ -29,6 +29,7 @@
 import com.yello.server.domain.vote.exception.VoteNotFoundException;
 import com.yello.server.domain.vote.repository.VoteRepository;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collections;
 import java.util.List;
 import java.util.Random;
@@ -90,20 +91,14 @@ public List<QuestionForVoteResponse> generateVoteQuestion(User user, List<Questi
         List<Question> questionList = new ArrayList<>(questions);
         Collections.shuffle(questionList);
 
-        return questions.stream()
-            .map(question -> {
-                final List<Keyword> keywords = question.getKeywordList();
-                List<Keyword> keywordList = new ArrayList<>(keywords);
-                Collections.shuffle(keywordList);
-
-                return QuestionForVoteResponse.builder()
-                    .friendList(getShuffledFriends(user))
-                    .keywordList(getShuffledKeywords(question))
-                    .question(QuestionVO.of(question))
-                    .questionPoint(randomPoint())
-                    .subscribe(user.getSubscribe().toString())
-                    .build();
-            })
+        return questionList.stream()
+            .map(question -> QuestionForVoteResponse.builder()
+                .friendList(getShuffledFriends(user))
+                .keywordList(getShuffledKeywords(question))
+                .question(QuestionVO.of(question))
+                .questionPoint(randomPoint())
+                .subscribe(user.getSubscribe().toString())
+                .build())
             .limit(VOTE_COUNT)
             .toList();
     }
@@ -114,7 +109,7 @@ public int useNameHint(User sender, Vote vote) {
             throw new VoteForbiddenException(LACK_POINT_EXCEPTION);
         }
 
-        if (vote.getNameHint()!=NAME_HINT_DEFAULT) {
+        if (vote.getNameHint() != NAME_HINT_DEFAULT) {
             throw new VoteNotFoundException(INVALID_VOTE_EXCEPTION);
         }
 
@@ -126,7 +121,7 @@ public int useNameHint(User sender, Vote vote) {
 
     @Override
     public KeywordCheckResponse useKeywordHint(User user, Vote vote) {
-        if (user.getSubscribe()!=Subscribe.NORMAL) {
+        if (user.getSubscribe() != Subscribe.NORMAL) {
             vote.checkKeyword();
         } else {
             if (user.getPoint() < KEYWORD_HINT_POINT) {
@@ -166,7 +161,9 @@ private boolean isDuplicatedVote(int index, List<VoteAnswer> voteAnswers) {
     }
 
     private List<FriendShuffleResponse> getShuffledFriends(User user) {
-        final List<Friend> friends = friendRepository.findAllByUserId(user.getId());
+        List<String> uuidList = Arrays.asList("yello_female", "yello_male");
+        final List<Friend> friends = friendRepository.findAllByUserIdNotIn(user.getId(), uuidList);
+
         List<Friend> friendList = new ArrayList<>(friends);
         Collections.shuffle(friendList);
 
diff --git a/src/test/java/com/yello/server/small/domain/friend/FakeFriendRepository.java b/src/test/java/com/yello/server/small/domain/friend/FakeFriendRepository.java
index 1ae56d1f..dfac562b 100644
--- a/src/test/java/com/yello/server/small/domain/friend/FakeFriendRepository.java
+++ b/src/test/java/com/yello/server/small/domain/friend/FakeFriendRepository.java
@@ -42,7 +42,8 @@ public void delete(Friend friend) {
     @Override
     public Integer countAllByUserId(Long userId) {
         return data.stream()
-            .filter(friend -> friend.getUser().getId().equals(userId) && friend.getDeletedAt() == null)
+            .filter(
+                friend -> friend.getUser().getId().equals(userId) && friend.getDeletedAt() == null)
             .toList()
             .size();
     }
@@ -50,7 +51,8 @@ public Integer countAllByUserId(Long userId) {
     @Override
     public Optional<Friend> findByUserAndTarget(Long userId, Long targetId) {
         return data.stream()
-            .filter(friend -> friend.getUser().getId().equals(userId) && friend.getTarget().getId().equals(targetId)
+            .filter(friend -> friend.getUser().getId().equals(userId) && friend.getTarget().getId()
+                .equals(targetId)
                 && friend.getDeletedAt() == null)
             .findFirst();
     }
@@ -58,7 +60,8 @@ public Optional<Friend> findByUserAndTarget(Long userId, Long targetId) {
     @Override
     public Optional<Friend> findByUserAndTargetNotFiltered(Long userId, Long targetId) {
         return data.stream()
-            .filter(friend -> friend.getUser().getId().equals(userId) && friend.getTarget().getId().equals(targetId))
+            .filter(friend -> friend.getUser().getId().equals(userId) && friend.getTarget().getId()
+                .equals(targetId))
             .findFirst();
     }
 
@@ -83,7 +86,8 @@ public boolean existsByUserAndTarget(Long userId, Long targetId) {
     @Override
     public Page<Friend> findAllFriendsByUserId(Pageable pageable, Long userId) {
         final List<Friend> friends = data.stream()
-            .filter(friend -> friend.getUser().getId().equals(userId) && friend.getDeletedAt() == null)
+            .filter(
+                friend -> friend.getUser().getId().equals(userId) && friend.getDeletedAt() == null)
             .toList();
 
         final int start = (int) pageable.getOffset();
@@ -94,7 +98,8 @@ public Page<Friend> findAllFriendsByUserId(Pageable pageable, Long userId) {
     @Override
     public List<Friend> findAllByUserId(Long userId) {
         return data.stream()
-            .filter(friend -> friend.getUser().getId().equals(userId) && friend.getDeletedAt() == null)
+            .filter(
+                friend -> friend.getUser().getId().equals(userId) && friend.getDeletedAt() == null)
             .toList();
     }
 
@@ -102,7 +107,8 @@ public List<Friend> findAllByUserId(Long userId) {
     public List<Friend> findAllByTargetId(Long targetId) {
         return data.stream()
             .filter(
-                friend -> friend.getTarget().getId().equals(targetId) && friend.getDeletedAt() == null)
+                friend -> friend.getTarget().getId().equals(targetId)
+                    && friend.getDeletedAt() == null)
             .toList();
     }
 
@@ -119,4 +125,12 @@ public List<Friend> findAllByTargetIdNotFiltered(Long targetId) {
             .filter(friend -> friend.getTarget().getId().equals(targetId))
             .toList();
     }
+
+    @Override
+    public List<Friend> findAllByUserIdNotIn(Long userId, List<String> uuidList) {
+        return data.stream()
+            .filter(friend -> friend.getUser().getId().equals(userId))
+            .filter(friend -> !uuidList.contains(friend.getTarget().getYelloId()))
+            .toList();
+    }
 }