diff --git a/package.json b/package.json
index 82f95f0e5a..67033a5650 100644
--- a/package.json
+++ b/package.json
@@ -104,7 +104,7 @@
     "nodemailer": "^6.5.0",
     "owasp-password-strength-test": "^1.3.0",
     "parse-database-url": "^0.3.0",
-    "pg": "^8.7.1",
+    "pg": "^8.7.3",
     "pg-connection-string": "^2.5.0",
     "pkginfo": "^0.4.1",
     "prom-client": "^14.0.0",
diff --git a/src/lib/db/index.ts b/src/lib/db/index.ts
index 04dab0866f..8d67f87a93 100644
--- a/src/lib/db/index.ts
+++ b/src/lib/db/index.ts
@@ -51,7 +51,7 @@ export const createStores = (
         contextFieldStore: new ContextFieldStore(db, getLogger),
         settingStore: new SettingStore(db, getLogger),
         userStore: new UserStore(db, getLogger),
-        projectStore: new ProjectStore(db, getLogger),
+        projectStore: new ProjectStore(db, eventBus, getLogger),
         tagStore: new TagStore(db, eventBus, getLogger),
         tagTypeStore: new TagTypeStore(db, eventBus, getLogger),
         addonStore: new AddonStore(db, eventBus, getLogger),
diff --git a/src/lib/db/project-store.ts b/src/lib/db/project-store.ts
index 44b622a156..ee351ee8a6 100644
--- a/src/lib/db/project-store.ts
+++ b/src/lib/db/project-store.ts
@@ -2,7 +2,7 @@ import { Knex } from 'knex';
 import { Logger, LogProvider } from '../logger';
 
 import NotFoundError from '../error/notfound-error';
-import { IProject } from '../types/model';
+import { IProject, IProjectWithCount } from '../types/model';
 import {
     IProjectHealthUpdate,
     IProjectInsert,
@@ -10,6 +10,9 @@ import {
     IProjectStore,
 } from '../types/stores/project-store';
 import { DEFAULT_ENV } from '../util/constants';
+import metricsHelper from '../util/metrics-helper';
+import { DB_TIME } from '../metric-events';
+import EventEmitter from 'events';
 
 const COLUMNS = [
     'id',
@@ -26,9 +29,16 @@ class ProjectStore implements IProjectStore {
 
     private logger: Logger;
 
-    constructor(db: Knex, getLogger: LogProvider) {
+    private timer: Function;
+
+    constructor(db: Knex, eventBus: EventEmitter, getLogger: LogProvider) {
         this.db = db;
         this.logger = getLogger('project-store.ts');
+        this.timer = (action) =>
+            metricsHelper.wrapTimer(eventBus, DB_TIME, {
+                store: 'project',
+                action,
+            });
     }
 
     // eslint-disable-next-line @typescript-eslint/explicit-module-boundary-types
@@ -44,13 +54,61 @@ class ProjectStore implements IProjectStore {
 
     async exists(id: string): Promise<boolean> {
         const result = await this.db.raw(
-            `SELECT EXISTS (SELECT 1 FROM ${TABLE} WHERE id = ?) AS present`,
+            `SELECT EXISTS(SELECT 1 FROM ${TABLE} WHERE id = ?) AS present`,
             [id],
         );
         const { present } = result.rows[0];
         return present;
     }
 
+    async getProjectsWithCounts(
+        query?: IProjectQuery,
+    ): Promise<IProjectWithCount[]> {
+        const projectTimer = this.timer('getProjectsWithCount');
+        let projects = this.db(TABLE)
+            .select(
+                this.db.raw(
+                    'projects.id, projects.name, projects.description, projects.health, projects.updated_at, count(features.name) AS number_of_features',
+                ),
+            )
+            .leftJoin('features', 'features.project', 'projects.id')
+            .groupBy('projects.id');
+        if (query) {
+            projects = projects.where(query);
+        }
+        const projectAndFeatureCount = await projects;
+
+        // @ts-ignore
+        const projectsWithFeatureCount = projectAndFeatureCount.map(
+            this.mapProjectWithCountRow,
+        );
+        projectTimer();
+        const memberTimer = this.timer('getMemberCount');
+        const memberCount = await this.db.raw(
+            `SELECT count(role_id) as member_count, project FROM role_user GROUP BY project`,
+        );
+        memberTimer();
+        const memberMap = new Map<string, number>(
+            memberCount.rows.map((c) => [c.project, Number(c.member_count)]),
+        );
+        return projectsWithFeatureCount.map((r) => {
+            return { ...r, memberCount: memberMap.get(r.id) };
+        });
+    }
+
+    // eslint-disable-next-line @typescript-eslint/explicit-module-boundary-types
+    mapProjectWithCountRow(row): IProjectWithCount {
+        return {
+            name: row.name,
+            id: row.id,
+            description: row.description,
+            health: row.health,
+            featureCount: row.number_of_features,
+            memberCount: row.number_of_users || 0,
+            updatedAt: row.updated_at,
+        };
+    }
+
     async getAll(query: IProjectQuery = {}): Promise<IProject[]> {
         const rows = await this.db
             .select(COLUMNS)
@@ -71,7 +129,7 @@ class ProjectStore implements IProjectStore {
 
     async hasProject(id: string): Promise<boolean> {
         const result = await this.db.raw(
-            `SELECT EXISTS (SELECT 1 FROM ${TABLE} WHERE id = ?) AS present`,
+            `SELECT EXISTS(SELECT 1 FROM ${TABLE} WHERE id = ?) AS present`,
             [id],
         );
         const { present } = result.rows[0];
@@ -208,5 +266,5 @@ class ProjectStore implements IProjectStore {
         };
     }
 }
+
 export default ProjectStore;
-module.exports = ProjectStore;
diff --git a/src/lib/services/project-service.ts b/src/lib/services/project-service.ts
index 78aa7ccffe..01605f1e61 100644
--- a/src/lib/services/project-service.ts
+++ b/src/lib/services/project-service.ts
@@ -100,24 +100,7 @@ export default class ProjectService {
     }
 
     async getProjects(query?: IProjectQuery): Promise<IProjectWithCount[]> {
-        const projects = await this.store.getAll(query);
-        const projectsWithCount = await Promise.all(
-            projects.map(async (p) => {
-                let featureCount = 0;
-                let memberCount = 0;
-                try {
-                    featureCount =
-                        await this.featureToggleService.getFeatureCountForProject(
-                            p.id,
-                        );
-                    memberCount = await this.getMembers(p.id);
-                } catch (e) {
-                    this.logger.warn('Error fetching project counts', e);
-                }
-                return { ...p, featureCount, memberCount };
-            }),
-        );
-        return projectsWithCount;
+        return this.store.getProjectsWithCounts(query);
     }
 
     async getProject(id: string): Promise<IProject> {
diff --git a/src/lib/types/stores/project-store.ts b/src/lib/types/stores/project-store.ts
index 9d0448e066..2e4c41d8b5 100644
--- a/src/lib/types/stores/project-store.ts
+++ b/src/lib/types/stores/project-store.ts
@@ -1,4 +1,4 @@
-import { IProject } from '../model';
+import { IProject, IProjectWithCount } from '../model';
 import { Store } from './store';
 
 export interface IProjectInsert {
@@ -32,6 +32,7 @@ export interface IProjectStore extends Store<IProject, string> {
     deleteEnvironmentForProject(id: string, environment: string): Promise<void>;
     getEnvironmentsForProject(id: string): Promise<string[]>;
     getMembers(projectId: string): Promise<number>;
+    getProjectsWithCounts(query?: IProjectQuery): Promise<IProjectWithCount[]>;
     count(): Promise<number>;
     getAll(query?: IProjectQuery): Promise<IProject[]>;
 }
diff --git a/src/test/e2e/api/admin/project/features.e2e.test.ts b/src/test/e2e/api/admin/project/features.e2e.test.ts
index d350182bb6..ab7bb3fd70 100644
--- a/src/test/e2e/api/admin/project/features.e2e.test.ts
+++ b/src/test/e2e/api/admin/project/features.e2e.test.ts
@@ -2039,7 +2039,7 @@ test('Can update impression data with PUT', async () => {
 });
 
 test('Can create toggle with impression data on different project', async () => {
-    db.stores.projectStore.create({
+    await db.stores.projectStore.create({
         id: 'impression-data',
         name: 'ImpressionData',
         description: '',
diff --git a/src/test/e2e/api/client/feature.e2e.test.ts b/src/test/e2e/api/client/feature.e2e.test.ts
index a37178f54f..69dd13290d 100644
--- a/src/test/e2e/api/client/feature.e2e.test.ts
+++ b/src/test/e2e/api/client/feature.e2e.test.ts
@@ -282,7 +282,7 @@ test('returns a feature toggles impression data for a different project', async
         description: '',
     };
 
-    db.stores.projectStore.create(project);
+    await db.stores.projectStore.create(project);
 
     const toggle = {
         name: 'project-client.impression.data',
diff --git a/src/test/fixtures/fake-project-store.ts b/src/test/fixtures/fake-project-store.ts
index 5a08f275a2..2494b508e2 100644
--- a/src/test/fixtures/fake-project-store.ts
+++ b/src/test/fixtures/fake-project-store.ts
@@ -3,7 +3,7 @@ import {
     IProjectInsert,
     IProjectStore,
 } from '../../lib/types/stores/project-store';
-import { IProject } from '../../lib/types/model';
+import { IProject, IProjectWithCount } from '../../lib/types/model';
 import NotFoundError from '../../lib/error/notfound-error';
 
 export default class FakeProjectStore implements IProjectStore {
@@ -26,6 +26,12 @@ export default class FakeProjectStore implements IProjectStore {
         this.projectEnvironment.set(id, environments);
     }
 
+    async getProjectsWithCounts(): Promise<IProjectWithCount[]> {
+        return this.projects.map((p) => {
+            return { ...p, memberCount: 0, featureCount: 0 };
+        });
+    }
+
     private createInternal(project: IProjectInsert): IProject {
         const newProj: IProject = {
             ...project,
diff --git a/yarn.lock b/yarn.lock
index c639354d0a..b4fa629cbf 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -5756,6 +5756,11 @@ pg-pool@^3.4.1:
   resolved "https://registry.npmjs.org/pg-pool/-/pg-pool-3.4.1.tgz"
   integrity sha512-TVHxR/gf3MeJRvchgNHxsYsTCHQ+4wm3VIHSS19z8NC0+gioEhq1okDY1sm/TYbfoP6JLFx01s0ShvZ3puP/iQ==
 
+pg-pool@^3.5.1:
+  version "3.5.1"
+  resolved "https://registry.yarnpkg.com/pg-pool/-/pg-pool-3.5.1.tgz#f499ce76f9bf5097488b3b83b19861f28e4ed905"
+  integrity sha512-6iCR0wVrro6OOHFsyavV+i6KYL4lVNyYAB9RD18w66xSzN+d8b66HiwuP30Gp1SH5O9T82fckkzsRjlrhD0ioQ==
+
 pg-protocol@^1.5.0:
   version "1.5.0"
   resolved "https://registry.npmjs.org/pg-protocol/-/pg-protocol-1.5.0.tgz"
@@ -5772,7 +5777,7 @@ pg-types@^2.1.0:
     postgres-date "~1.0.4"
     postgres-interval "^1.1.0"
 
-pg@^8.0.3, pg@^8.7.1:
+pg@^8.0.3:
   version "8.7.1"
   resolved "https://registry.npmjs.org/pg/-/pg-8.7.1.tgz"
   integrity sha512-7bdYcv7V6U3KAtWjpQJJBww0UEsWuh4yQ/EjNf2HeO/NnvKjpvhEIe/A/TleP6wtmSKnUnghs5A9jUoK6iDdkA==
@@ -5785,6 +5790,19 @@ pg@^8.0.3, pg@^8.7.1:
     pg-types "^2.1.0"
     pgpass "1.x"
 
+pg@^8.7.3:
+  version "8.7.3"
+  resolved "https://registry.yarnpkg.com/pg/-/pg-8.7.3.tgz#8a5bdd664ca4fda4db7997ec634c6e5455b27c44"
+  integrity sha512-HPmH4GH4H3AOprDJOazoIcpI49XFsHCe8xlrjHkWiapdbHK+HLtbm/GQzXYAZwmPju/kzKhjaSfMACG+8cgJcw==
+  dependencies:
+    buffer-writer "2.0.0"
+    packet-reader "1.0.0"
+    pg-connection-string "^2.5.0"
+    pg-pool "^3.5.1"
+    pg-protocol "^1.5.0"
+    pg-types "^2.1.0"
+    pgpass "1.x"
+
 pgpass@1.x:
   version "1.0.4"
   resolved "https://registry.npmjs.org/pgpass/-/pgpass-1.0.4.tgz"