diff --git a/apps/backend/src/applications/application.entity.ts b/apps/backend/src/applications/application.entity.ts
index c59ceb8..5ae7182 100644
--- a/apps/backend/src/applications/application.entity.ts
+++ b/apps/backend/src/applications/application.entity.ts
@@ -63,10 +63,13 @@ export class Application {
   @IsObject({ each: true })
   reviews: Review[];
 
-  toGetAllApplicationResponseDTO(): GetAllApplicationResponseDTO {
-    const meanRatingAllStages = 0; // TODO: calculate this
-    const meanRatingSingleStages = 0; // TODO: calculate this (should be an object)
-
+  toGetAllApplicationResponseDTO(
+    meanRatingAllReviews,
+    meanRatingResume,
+    meanRatingChallenge,
+    meanRatingTechnicalChallenge,
+    meanRatingInterview,
+  ): GetAllApplicationResponseDTO {
     return {
       userId: this.user.id,
       firstName: this.user.firstName,
@@ -75,8 +78,11 @@ export class Application {
       step: this.step,
       position: this.position,
       createdAt: this.createdAt,
-      meanRatingAllStages: meanRatingAllStages,
-      meanRatingSingleStages: meanRatingSingleStages,
+      meanRatingAllReviews,
+      meanRatingResume,
+      meanRatingChallenge,
+      meanRatingTechnicalChallenge,
+      meanRatingInterview,
     };
   }
 
diff --git a/apps/backend/src/applications/applications.service.ts b/apps/backend/src/applications/applications.service.ts
index 45868f6..fc12b3d 100644
--- a/apps/backend/src/applications/applications.service.ts
+++ b/apps/backend/src/applications/applications.service.ts
@@ -99,7 +99,6 @@ export class ApplicationsService {
       where: { user: { id: userId } },
       relations: ['user'],
     });
-
     return apps;
   }
 
@@ -109,14 +108,80 @@ export class ApplicationsService {
         year: getCurrentYear(),
         semester: getCurrentSemester(),
       },
-      relations: ['user'],
+      relations: ['reviews'],
     });
 
-    const dtos: GetAllApplicationResponseDTO[] = applications.map((app) =>
-      app.toGetAllApplicationResponseDTO(),
-    );
+    const allApplicationsDto = applications.map((app) => {
+      // Initialize variables for storing mean ratings
+      let meanRatingAllReviews = null;
+      let meanRatingResume = null;
+      let meanRatingChallenge = null; // Default to null for DESIGNERS
+      let meanRatingTechnicalChallenge = null;
+      let meanRatingInterview = null;
+
+      // Calculate mean rating of all reviews
+      if (app.reviews.length > 0) {
+        meanRatingAllReviews =
+          app.reviews.reduce((acc, review) => acc + review.rating, 0) /
+          app.reviews.length;
+      }
+
+      // Filter reviews by stage and calculate mean ratings accordingly
+      const resumeReviews = app.reviews.filter(
+        (review) => review.stage === ApplicationStage.RESUME,
+      );
+      const challengeReviews = app.reviews.filter(
+        (review) =>
+          review.stage === ApplicationStage.TECHNICAL_CHALLENGE ||
+          review.stage === ApplicationStage.PM_CHALLENGE,
+      );
+      const technicalChallengeReviews = app.reviews.filter(
+        (review) => review.stage === ApplicationStage.TECHNICAL_CHALLENGE,
+      );
+      const interviewReviews = app.reviews.filter(
+        (review) => review.stage === ApplicationStage.INTERVIEW,
+      );
+
+      // Mean rating for RESUME stage
+      if (resumeReviews.length > 0) {
+        meanRatingResume =
+          resumeReviews.reduce((acc, review) => acc + review.rating, 0) /
+          resumeReviews.length;
+      }
+
+      // Mean rating for CHALLENGE stage (for DEVS and PMS)
+      if (challengeReviews.length > 0) {
+        meanRatingChallenge =
+          challengeReviews.reduce((acc, review) => acc + review.rating, 0) /
+          challengeReviews.length;
+      }
+
+      // Mean rating for TECHNICAL_CHALLENGE stage (specifically for DEVS)
+      if (technicalChallengeReviews.length > 0) {
+        meanRatingTechnicalChallenge =
+          technicalChallengeReviews.reduce(
+            (acc, review) => acc + review.rating,
+            0,
+          ) / technicalChallengeReviews.length;
+      }
+
+      // Mean rating for INTERVIEW stage
+      if (interviewReviews.length > 0) {
+        meanRatingInterview =
+          interviewReviews.reduce((acc, review) => acc + review.rating, 0) /
+          interviewReviews.length;
+      }
+
+      return app.toGetAllApplicationResponseDTO(
+        meanRatingAllReviews,
+        meanRatingResume,
+        meanRatingChallenge,
+        meanRatingTechnicalChallenge,
+        meanRatingInterview,
+      );
+    });
 
-    return dtos;
+    return allApplicationsDto;
   }
 
   async findCurrent(userId: number): Promise<Application> {
diff --git a/apps/backend/src/applications/dto/get-all-application.response.dto.ts b/apps/backend/src/applications/dto/get-all-application.response.dto.ts
index 5ed0264..ee6fd71 100644
--- a/apps/backend/src/applications/dto/get-all-application.response.dto.ts
+++ b/apps/backend/src/applications/dto/get-all-application.response.dto.ts
@@ -24,9 +24,17 @@ export class GetAllApplicationResponseDTO {
   createdAt: Date;
 
   @IsPositive()
-  meanRatingAllStages: number;
+  meanRatingAllReviews: number;
 
-  // TODO: Should be a JSON or similar that defines scores for each stage
   @IsPositive()
-  meanRatingSingleStages: number;
+  meanRatingResume: number;
+
+  @IsPositive()
+  meanRatingChallenge: number;
+
+  @IsPositive()
+  meanRatingTechnicalChallenge: number;
+
+  @IsPositive()
+  meanRatingInterview: number;
 }
diff --git a/apps/backend/src/reviews/dto/submit-review.request.dto.ts b/apps/backend/src/reviews/dto/submit-review.request.dto.ts
index e9f60f9..3e1b3f3 100644
--- a/apps/backend/src/reviews/dto/submit-review.request.dto.ts
+++ b/apps/backend/src/reviews/dto/submit-review.request.dto.ts
@@ -1,15 +1,24 @@
-import { IsEnum, IsPositive, IsString } from 'class-validator';
-import { Rating, Stage } from '../types';
+import {
+  IsEnum,
+  IsNumber,
+  Min,
+  Max,
+  IsPositive,
+  IsString,
+} from 'class-validator';
+import { ApplicationStage } from '../../applications/types';
 
 export class SubmitReviewRequestDTO {
   @IsPositive()
   applicantId: number;
 
-  @IsEnum(Stage)
-  stage: Stage;
+  @IsEnum(ApplicationStage)
+  stage: ApplicationStage;
 
-  @IsEnum(Rating)
-  rating: Rating;
+  @IsNumber({}, { message: 'Rating must be a valid number' })
+  @Min(1, { message: 'Rating must be at least 1' })
+  @Max(5, { message: 'Rating must be at most 5' })
+  rating: number;
 
   @IsString()
   content: string;
diff --git a/apps/backend/src/reviews/review.entity.ts b/apps/backend/src/reviews/review.entity.ts
index 6cd5b3b..c3f1b6a 100644
--- a/apps/backend/src/reviews/review.entity.ts
+++ b/apps/backend/src/reviews/review.entity.ts
@@ -1,6 +1,6 @@
 import { Column, Entity, JoinColumn, ManyToOne } from 'typeorm';
 import { Application } from '../applications/application.entity';
-import { Rating } from './types';
+import { ApplicationStage } from '../applications/types';
 
 @Entity()
 export class Review {
@@ -21,8 +21,11 @@ export class Review {
   @Column({ nullable: false })
   reviewerId: number;
 
+  @Column({ nullable: false })
+  rating: number;
+
   @Column({ type: 'varchar', nullable: false })
-  rating: Rating;
+  stage: ApplicationStage;
 
   @Column({ nullable: false })
   content: string;
diff --git a/apps/backend/src/reviews/reviews.controller.ts b/apps/backend/src/reviews/reviews.controller.ts
index ad99b0a..51f6ddb 100644
--- a/apps/backend/src/reviews/reviews.controller.ts
+++ b/apps/backend/src/reviews/reviews.controller.ts
@@ -31,11 +31,6 @@ export class ReviewsController {
       );
     }
 
-    return this.reviewsService.createReview(
-      req.user,
-      createReviewDTO.applicantId,
-      createReviewDTO.rating,
-      createReviewDTO.content,
-    );
+    return this.reviewsService.createReview(req.user, createReviewDTO);
   }
 }
diff --git a/apps/backend/src/reviews/reviews.service.ts b/apps/backend/src/reviews/reviews.service.ts
index 6caa4d7..84dd311 100644
--- a/apps/backend/src/reviews/reviews.service.ts
+++ b/apps/backend/src/reviews/reviews.service.ts
@@ -2,9 +2,9 @@ import { Injectable } from '@nestjs/common';
 import { InjectRepository } from '@nestjs/typeorm';
 import { MongoRepository } from 'typeorm';
 import { Review } from './review.entity';
-import { Rating } from './types';
 import { ApplicationsService } from '../applications/applications.service';
 import { User } from '../users/user.entity';
+import { SubmitReviewRequestDTO } from './dto/submit-review.request.dto';
 
 @Injectable()
 export class ReviewsService {
@@ -19,19 +19,20 @@ export class ReviewsService {
    */
   async createReview(
     currentUser: User,
-    applicantId: number,
-    rating: Rating,
-    content: string,
+    createReviewDTO: SubmitReviewRequestDTO,
   ): Promise<Review> {
-    const application = await this.applicationsService.findCurrent(applicantId);
+    const application = await this.applicationsService.findCurrent(
+      createReviewDTO.applicantId,
+    );
 
     const review = this.reviewsRepository.create({
       reviewerId: currentUser.id,
       createdAt: new Date(),
       updatedAt: new Date(),
       application,
-      rating,
-      content,
+      rating: createReviewDTO.rating,
+      content: createReviewDTO.content,
+      stage: createReviewDTO.stage,
     });
 
     return this.reviewsRepository.save(review);
diff --git a/apps/backend/src/reviews/types.ts b/apps/backend/src/reviews/types.ts
index 9d93853..e69de29 100644
--- a/apps/backend/src/reviews/types.ts
+++ b/apps/backend/src/reviews/types.ts
@@ -1,13 +0,0 @@
-export enum Stage {
-  ROUND_ONE = 'ROUND_ONE',
-  ROUND_TWO = 'ROUND_TWO',
-  ROUND_THREE = 'ROUND_THREE',
-}
-
-export enum Rating {
-  STRONG_YES = 'STRONG_YES',
-  YES = 'YES',
-  NEUTRAL = 'NEUTRAL',
-  NO = 'NO',
-  STRONG = 'STRONG',
-}