diff --git a/backend/data/build.gradle b/backend/data/build.gradle
index 69151933cc..ff145a6a4c 100644
--- a/backend/data/build.gradle
+++ b/backend/data/build.gradle
@@ -76,7 +76,7 @@ apply from: "$rootDir/gradle/liquibase.gradle"
 configureLiquibase("public", "hibernate:spring:io.tolgee", 'src/main/resources/db/changelog/schema.xml')
 
 diff.dependsOn compileKotlin
-diffChangeLog.dependsOn compileKotlin
+diffChangelog.dependsOn compileKotlin
 
 kotlin {
     jvmToolchain(17)
diff --git a/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityDescribingEntity.kt b/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityDescribingEntity.kt
index 100c1dd835..d00e96f3ec 100644
--- a/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityDescribingEntity.kt
+++ b/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityDescribingEntity.kt
@@ -2,6 +2,7 @@ package io.tolgee.model.activity
 
 import io.hypersistence.utils.hibernate.type.json.JsonBinaryType
 import io.tolgee.activity.data.EntityDescriptionRef
+import jakarta.persistence.Column
 import jakarta.persistence.Entity
 import jakarta.persistence.Id
 import jakarta.persistence.IdClass
@@ -26,9 +27,11 @@ class ActivityDescribingEntity(
   val entityId: Long
 ) : Serializable {
 
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var data: Map<String, Any?> = mutableMapOf()
 
   @Type(JsonBinaryType::class)
+  @Column(columnDefinition = "jsonb")
   var describingRelations: Map<String, EntityDescriptionRef>? = null
 }
diff --git a/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityModifiedEntity.kt b/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityModifiedEntity.kt
index e91acf15ea..c35436d43e 100644
--- a/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityModifiedEntity.kt
+++ b/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityModifiedEntity.kt
@@ -4,6 +4,7 @@ import io.hypersistence.utils.hibernate.type.json.JsonBinaryType
 import io.tolgee.activity.data.EntityDescriptionRef
 import io.tolgee.activity.data.PropertyModification
 import io.tolgee.activity.data.RevisionType
+import jakarta.persistence.Column
 import jakarta.persistence.Entity
 import jakarta.persistence.Enumerated
 import jakarta.persistence.Id
@@ -39,12 +40,14 @@ class ActivityModifiedEntity(
   /**
    * Map of field to object containing old and new values
    */
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var modifications: MutableMap<String, PropertyModification> = mutableMapOf()
 
   /**
    * Data, which are discribing the entity, but are not modified by the change
    */
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var describingData: Map<String, Any?>? = null
 
@@ -52,6 +55,7 @@ class ActivityModifiedEntity(
    * Relations describing the entity.
    * e.g. For translation, we would also need key and language data
    */
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var describingRelations: Map<String, EntityDescriptionRef>? = null
 
diff --git a/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityRevision.kt b/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityRevision.kt
index f518c29e7d..320bdad8d0 100644
--- a/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityRevision.kt
+++ b/backend/data/src/main/kotlin/io/tolgee/model/activity/ActivityRevision.kt
@@ -61,6 +61,7 @@ class ActivityRevision : java.io.Serializable {
    */
   var authorId: Long? = null
 
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var meta: MutableMap<String, Any?>? = null
 
diff --git a/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJob.kt b/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJob.kt
index 0e86cda01a..234e4925a6 100644
--- a/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJob.kt
+++ b/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJob.kt
@@ -8,6 +8,7 @@ import io.tolgee.model.Project
 import io.tolgee.model.StandardAuditModel
 import io.tolgee.model.UserAccount
 import io.tolgee.model.activity.ActivityRevision
+import jakarta.persistence.Column
 import jakarta.persistence.Entity
 import jakarta.persistence.EnumType.STRING
 import jakarta.persistence.Enumerated
@@ -27,6 +28,7 @@ class BatchJob : StandardAuditModel(), IBatchJob {
   @ManyToOne(fetch = FetchType.LAZY)
   var author: UserAccount? = null
 
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var target: List<Any> = listOf()
 
@@ -45,6 +47,7 @@ class BatchJob : StandardAuditModel(), IBatchJob {
   @OneToOne(mappedBy = "batchJob", fetch = FetchType.LAZY)
   var activityRevision: ActivityRevision? = null
 
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var params: Any? = null
 
diff --git a/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJobChunkExecution.kt b/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJobChunkExecution.kt
index e56075d2b6..226e8d58e3 100644
--- a/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJobChunkExecution.kt
+++ b/backend/data/src/main/kotlin/io/tolgee/model/batch/BatchJobChunkExecution.kt
@@ -33,6 +33,7 @@ class BatchJobChunkExecution : StandardAuditModel() {
 
   var chunkNumber: Int = 0
 
+  @Column(columnDefinition = "jsonb")
   @Type(JsonBinaryType::class)
   var successTargets: List<Any> = listOf()
 
diff --git a/backend/data/src/main/kotlin/io/tolgee/model/contentDelivery/ContentDeliveryConfig.kt b/backend/data/src/main/kotlin/io/tolgee/model/contentDelivery/ContentDeliveryConfig.kt
index d8237cb0da..7a0658cee5 100644
--- a/backend/data/src/main/kotlin/io/tolgee/model/contentDelivery/ContentDeliveryConfig.kt
+++ b/backend/data/src/main/kotlin/io/tolgee/model/contentDelivery/ContentDeliveryConfig.kt
@@ -7,6 +7,7 @@ import io.tolgee.model.Project
 import io.tolgee.model.StandardAuditModel
 import io.tolgee.model.automations.AutomationAction
 import io.tolgee.model.enums.TranslationState
+import jakarta.persistence.Column
 import jakarta.persistence.Entity
 import jakarta.persistence.FetchType
 import jakarta.persistence.ManyToOne
@@ -37,25 +38,30 @@ class ContentDeliveryConfig(
   var lastPublished: Date? = null
 
   @Type(JsonBinaryType::class)
+  @Column(columnDefinition = "jsonb")
   override var languages: Set<String>? = null
 
   override var format: ExportFormat = ExportFormat.JSON
   override var structureDelimiter: Char? = '.'
 
   @Type(JsonBinaryType::class)
+  @Column(columnDefinition = "jsonb")
   override var filterKeyId: List<Long>? = null
 
   @Type(JsonBinaryType::class)
+  @Column(columnDefinition = "jsonb")
   override var filterKeyIdNot: List<Long>? = null
   override var filterTag: String? = null
   override var filterKeyPrefix: String? = null
 
   @Type(JsonBinaryType::class)
+  @Column(columnDefinition = "jsonb")
   override var filterState: List<TranslationState>? = listOf(
     TranslationState.TRANSLATED,
     TranslationState.REVIEWED,
   )
 
   @Type(JsonBinaryType::class)
+  @Column(columnDefinition = "jsonb")
   override var filterNamespace: List<String?>? = null
 }
diff --git a/backend/data/src/main/kotlin/io/tolgee/model/key/screenshotReference/KeyScreenshotReference.kt b/backend/data/src/main/kotlin/io/tolgee/model/key/screenshotReference/KeyScreenshotReference.kt
index ace5bba210..bf0b1db230 100644
--- a/backend/data/src/main/kotlin/io/tolgee/model/key/screenshotReference/KeyScreenshotReference.kt
+++ b/backend/data/src/main/kotlin/io/tolgee/model/key/screenshotReference/KeyScreenshotReference.kt
@@ -22,6 +22,7 @@ class KeyScreenshotReference {
   lateinit var screenshot: Screenshot
 
   @Type(JsonBinaryType::class)
+  @Column(columnDefinition = "jsonb")
   var positions: MutableList<KeyInScreenshotPosition>? = mutableListOf()
 
   @Column(columnDefinition = "text", length = 5000)
diff --git a/backend/data/src/main/resources/db/changelog/schema.xml b/backend/data/src/main/resources/db/changelog/schema.xml
index e596863c92..2d504019f2 100644
--- a/backend/data/src/main/resources/db/changelog/schema.xml
+++ b/backend/data/src/main/resources/db/changelog/schema.xml
@@ -2968,4 +2968,58 @@
             <column name="key1id"/>
         </createIndex>
     </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-5">
+        <addUniqueConstraint columnNames="batch_job_chunk_execution_id" constraintName="UC_ACTIVITY_REVISIONBATCH_JOB_CHUNK_EXECUTION_ID_COL" tableName="activity_revision"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-6">
+        <addUniqueConstraint columnNames="batch_job_id" constraintName="UC_ACTIVITY_REVISIONBATCH_JOB_ID_COL" tableName="activity_revision"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-7">
+        <addUniqueConstraint columnNames="target_language_id" constraintName="UC_AUTO_TRANSLATION_CONFIGTARGET_LANGUAGE_ID_COL" tableName="auto_translation_config"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-8">
+        <addUniqueConstraint columnNames="conflict_id" constraintName="UC_IMPORT_TRANSLATIONCONFLICT_ID_COL" tableName="import_translation"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-9">
+        <addUniqueConstraint columnNames="import_key_id" constraintName="UC_KEY_METAIMPORT_KEY_ID_COL" tableName="key_meta"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-10">
+        <addUniqueConstraint columnNames="key_id" constraintName="UC_KEY_METAKEY_ID_COL" tableName="key_meta"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-11">
+        <addUniqueConstraint columnNames="user_account_id" constraintName="UC_MT_CREDIT_BUCKETUSER_ACCOUNT_ID_COL" tableName="mt_credit_bucket"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-12">
+        <addUniqueConstraint columnNames="target_language_id" constraintName="UC_MT_SERVICE_CONFIGTARGET_LANGUAGE_ID_COL" tableName="mt_service_config"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-13">
+        <addUniqueConstraint columnNames="invitation_id" constraintName="UC_ORGANIZATION_ROLEINVITATION_ID_COL" tableName="organization_role"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-14">
+        <addUniqueConstraint columnNames="invitation_id" constraintName="UC_PERMISSIONINVITATION_ID_COL" tableName="permission"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-15">
+        <addUniqueConstraint columnNames="organization_id" constraintName="UC_PERMISSIONORGANIZATION_ID_COL" tableName="permission"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-16">
+        <addUniqueConstraint columnNames="base_language_id" constraintName="UC_PROJECTBASE_LANGUAGE_ID_COL" tableName="project"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-17">
+        <addUniqueConstraint columnNames="author_id, project_id" constraintName="UKgf336yxrmsyau8skvim42lkuj" tableName="import"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-18">
+        <dropColumn columnName="revision_type" tableName="activity_describing_entity"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-1">
+        <modifyDataType columnName="avatar_hash" newDataType="varchar(255)" tableName="organization"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-2">
+        <modifyDataType columnName="avatar_hash" newDataType="varchar(255)" tableName="project"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-3">
+        <modifyDataType columnName="avatar_hash" newDataType="varchar(255)" tableName="user_account"/>
+    </changeSet>
+    <changeSet author="jenik (generated)" id="1703766932501-4">
+        <modifyDataType columnName="structure_delimiter" newDataType="char(255)" tableName="content_delivery_config"/>
+    </changeSet>
 </databaseChangeLog>
diff --git a/build.gradle b/build.gradle
index 39ca5d7b75..624ca19c80 100644
--- a/build.gradle
+++ b/build.gradle
@@ -103,7 +103,7 @@ project(':server-app').afterEvaluate {
     task startDbChangelogContainer {
         doLast {
             exec {
-                commandLine "docker", "run", "-e", "POSTGRES_PASSWORD=postgres", "-d", "-p55432:5432", "--name", dbSchemaContainerName, "postgres:13"
+                commandLine "docker", "run", "-e", "POSTGRES_PASSWORD=postgres", "-d", "-p55438:5432", "--name", dbSchemaContainerName, "postgres:13"
             }
             Thread.sleep(5000)
         }
@@ -111,8 +111,8 @@ project(':server-app').afterEvaluate {
 
     task stopDbChangelogContainer(type: Exec) {
         commandLine "docker", "rm", "--force", dbSchemaContainerName
-        mustRunAfter project(':data').tasks.findByName("diffChangeLog")
-        mustRunAfter project(':ee-app').tasks.findByName("diffChangeLog")
+        mustRunAfter project(':data').tasks.findByName("diffChangelog")
+        mustRunAfter project(':ee-app').tasks.findByName("diffChangelog")
     }
 
     task diffChangeLog {
@@ -126,7 +126,7 @@ project(':server-app').afterEvaluate {
         finalizedBy = [
                 startDbChangelogContainer,
                 project(':server-app').tasks.findByName("bootRun"),
-                project(':data').tasks.findByName("diffChangeLog"),
+                project(':data').tasks.findByName("diffChangelog"),
         ]
 
         def billingDiffChangelog = project(':billing-app').tasks.findByName("diffChangeLog")
diff --git a/ee/backend/app/build.gradle b/ee/backend/app/build.gradle
index 1f9c6881a7..f4d82094ea 100644
--- a/ee/backend/app/build.gradle
+++ b/ee/backend/app/build.gradle
@@ -43,7 +43,7 @@ apply from: "$rootDir/gradle/liquibase.gradle"
 configureLiquibase("ee", "hibernate:spring:io.tolgee.ee.model", 'src/main/resources/db/changelog/ee-schema.xml')
 
 diff.dependsOn compileKotlin
-diffChangeLog.dependsOn compileKotlin
+diffChangelog.dependsOn compileKotlin
 
 dependencies {
     implementation("org.springframework.boot:spring-boot-starter")
diff --git a/gradle/liquibase.gradle b/gradle/liquibase.gradle
index 1d26c3955a..3f386239c9 100644
--- a/gradle/liquibase.gradle
+++ b/gradle/liquibase.gradle
@@ -15,7 +15,7 @@ ext {
             activities {
                 //noinspection GroovyAssignabilityCheck
                 main {
-                    changeLogFile changeLogPah
+                    changeLogFile "${project.projectDir}/${changeLogPah}"
                     url liveDb.url
                     referenceUrl liveDb.referenceUrl
                     username liveDb.username
diff --git a/settings.gradle b/settings.gradle
index 00ab12899c..da3d374967 100644
--- a/settings.gradle
+++ b/settings.gradle
@@ -18,7 +18,7 @@ pluginManagement {
             }
 
             if (requested.id.id == 'org.liquibase.gradle') {
-                useModule('org.liquibase.gradle:org.liquibase.gradle.gradle.plugin:2.1.1')
+                useModule('org.liquibase.gradle:org.liquibase.gradle.gradle.plugin:2.2.1')
             }
             if (requested.id.id == 'org.hibernate.orm') {
                 useVersion(hibernateVersion)
@@ -58,10 +58,10 @@ dependencyResolutionManagement {
             library('amazonSTS', "software.amazon.awssdk:sts:$amazonAwsSdkVersion")
             library('amazonTranslate', "software.amazon.awssdk:translate:$amazonAwsSdkVersion")
             library('googleCloud', "com.google.cloud:libraries-bom:24.0.0")
-            library('liquibaseCore', "org.liquibase:liquibase-core:4.25.0")
-            library('liquibaseHibernate', "org.liquibase.ext:liquibase-hibernate6:4.25.0")
+            library('liquibaseCore', "org.liquibase:liquibase-core:4.25.1")
+            library('liquibaseHibernate', "org.liquibase.ext:liquibase-hibernate6:4.25.1")
             library('liquibasePicoli', "info.picocli:picocli:4.6.3")
-            library('hibernateTypes', "io.hypersistence:hypersistence-utils-hibernate-62:3.6.0")
+            library('hibernateTypes', "io.hypersistence:hypersistence-utils-hibernate-63:3.7.0")
             library('redissonSpringBootStarter', "org.redisson:redisson-spring-boot-starter:3.23.2")
             library('redissonSpringData', 'org.redisson:redisson-spring-data-27:3.23.2')
             library('postHog', 'com.posthog.java:posthog:1.1.0')