diff --git a/scripts/helpers/helpers.py b/scripts/helpers/helpers.py
index a3000dc7d..75b6bd88f 100644
--- a/scripts/helpers/helpers.py
+++ b/scripts/helpers/helpers.py
@@ -2,6 +2,8 @@
 import re
 import sys
 import unicodedata
+import logging
+from typing import Dict, Optional
 
 import boto3
 from awsglue.utils import getResolvedOptions
@@ -577,3 +579,33 @@ def copy_file(source_bucket, source_path, source_filename, target_bucket, target
     except Exception as error:
         ## do nothing
         print('Error Occured: copy_file', error)
+
+
+def initialise_job(args: Dict[str, str], job, logger: Optional[logging.Logger] = None) -> None:
+    """
+    Initialize the AWS Glue job with specific arguments.
+
+    Args:
+        args (Dict[str, str]): Arguments for the job initialization, must contain "JOB_NAME".
+        job (Job): The AWS Glue job instance.
+        logger (Optional[logging.Logger]): Optional logger for logging messages.
+
+    The function initializes the job with "JOB_NAME" and, if provided, "BOOKMARK_CONTEXT" separated by an underscore.
+    If an exception occurs, it logs the error.
+    """
+    if logger is None:
+        logger = logging.getLogger(__name__)
+
+    job_name = args.get("JOB_NAME")
+    if not job_name:
+        logger.error("JOB_NAME is required in args")
+        raise ValueError("JOB_NAME is required in args")
+
+    bookmark_context = args.get("BOOKMARK_CONTEXT")
+    full_job_name = job_name + (f"_{bookmark_context}" if bookmark_context else "")
+
+    try:
+        job.init(full_job_name, args)
+    except Exception as e:
+        logger.error(f"Failed to initialise job: {e}")
+        raise
\ No newline at end of file
diff --git a/scripts/jobs/copy_tables_landing_to_raw.py b/scripts/jobs/copy_tables_landing_to_raw.py
index 2315d8421..76b6cc6a6 100644
--- a/scripts/jobs/copy_tables_landing_to_raw.py
+++ b/scripts/jobs/copy_tables_landing_to_raw.py
@@ -8,59 +8,73 @@
 from awsglue.dynamicframe import DynamicFrame
 from awsglue.job import Job
 
-from scripts.helpers.helpers import get_glue_env_var, add_timestamp_column, PARTITION_KEYS
+from scripts.helpers.helpers import (
+    add_timestamp_column,
+    get_glue_env_var,
+    initialise_job,
+    PARTITION_KEYS,
+)
 
 ## @params: [JOB_NAME]
-args = getResolvedOptions(sys.argv, ['JOB_NAME'])
+args = getResolvedOptions(sys.argv, ["JOB_NAME"])
 
 sc = SparkContext()
 glue_context = GlueContext(sc)
 spark = glue_context.spark_session
 job = Job(glue_context)
-job.init(args['JOB_NAME'], args)
+logger = glue_context.get_logger()
+
+initialise_job(args, job, logger)
 
-glue_client = boto3.client('glue')
+glue_client = boto3.client("glue")
 database_name_source = get_glue_env_var("glue_database_name_source")
 database_name_target = get_glue_env_var("glue_database_name_target")
 bucket_target = get_glue_env_var("s3_bucket_target")
 prefix = get_glue_env_var("s3_prefix")
 table_filter_expression = get_glue_env_var("table_filter_expression")
-logger = glue_context.get_logger()
+
 
 filtering_pattern = re.compile(table_filter_expression)
-tables_to_copy = [table for table in glue_context.tableNames(dbName=database_name_source) if filtering_pattern.match(table)]
+tables_to_copy = [
+    table
+    for table in glue_context.tableNames(dbName=database_name_source)
+    if filtering_pattern.match(table)
+]
 logger.info(f"Tables to copy: {tables_to_copy}")
 logger.info(f"Number of tables to copy: {len(tables_to_copy)}")
 
 for table_name in tables_to_copy:
-  logger.info(f"Starting to copy table {database_name_source}.{table_name}")
-  table_data_frame = glue_context.create_dynamic_frame.from_catalog(
-      name_space = database_name_source,
-      table_name = table_name,
-      transformation_ctx = "data_source" + table_name,
-      push_down_predicate = "import_date>=date_format(date_sub(current_date, 5), 'yyyyMMdd')"
-  ).toDF()
+    logger.info(f"Starting to copy table {database_name_source}.{table_name}")
+    table_data_frame = glue_context.create_dynamic_frame.from_catalog(
+        name_space=database_name_source,
+        table_name=table_name,
+        transformation_ctx="data_source" + table_name,
+        push_down_predicate="import_date>=date_format(date_sub(current_date, 5), 'yyyyMMdd')",
+    ).toDF()
 
-  if(len(table_data_frame.columns) == 0):
-    logger.info(f"Aborting copy of data for table {database_name_source}.{table_name}, as it has empty columns.")
-    continue
+    if len(table_data_frame.columns) == 0:
+        logger.info(
+            f"Aborting copy of data for table {database_name_source}.{table_name}, as it has empty columns."
+        )
+        continue
 
-  table_with_timestamp = add_timestamp_column(table_data_frame)
+    table_with_timestamp = add_timestamp_column(table_data_frame)
 
-  data_sink = glue_context.getSink(
-    path = "s3://" + bucket_target + "/" + prefix + table_name + "/",
-    connection_type = "s3",
-    updateBehavior = "UPDATE_IN_DATABASE",
-    partitionKeys = PARTITION_KEYS,
-    enableUpdateCatalog = True,
-    transformation_ctx = "data_sink" + table_name
-  )
-  data_sink.setCatalogInfo(
-    catalogDatabase = database_name_target,
-    catalogTableName = table_name
-  )
-  data_sink.setFormat("glueparquet")
-  data_sink.writeFrame(DynamicFrame.fromDF(table_with_timestamp, glue_context, "result_dataframe"))
-  logger.info(f"Finished copying table {database_name_source}.{table_name}")
+    data_sink = glue_context.getSink(
+        path="s3://" + bucket_target + "/" + prefix + table_name + "/",
+        connection_type="s3",
+        updateBehavior="UPDATE_IN_DATABASE",
+        partitionKeys=PARTITION_KEYS,
+        enableUpdateCatalog=True,
+        transformation_ctx="data_sink" + table_name,
+    )
+    data_sink.setCatalogInfo(
+        catalogDatabase=database_name_target, catalogTableName=table_name
+    )
+    data_sink.setFormat("glueparquet")
+    data_sink.writeFrame(
+        DynamicFrame.fromDF(table_with_timestamp, glue_context, "result_dataframe")
+    )
+    logger.info(f"Finished copying table {database_name_source}.{table_name}")
 
 job.commit()
diff --git a/scripts/tests/test_initialise_job.py b/scripts/tests/test_initialise_job.py
new file mode 100644
index 000000000..c995798e9
--- /dev/null
+++ b/scripts/tests/test_initialise_job.py
@@ -0,0 +1,55 @@
+import unittest
+from unittest.mock import patch, MagicMock
+from scripts.helpers.helpers import initialise_job
+
+
+class TestInitialiseJob(unittest.TestCase):
+    def setUp(self):
+        self.mock_job = MagicMock()
+        self.mock_logger = MagicMock()
+        self.args_with_bookmark = {
+            "JOB_NAME": "test_job",
+            "BOOKMARK_CONTEXT": "test_context",
+        }
+        self.args_without_bookmark = {"JOB_NAME": "test_job"}
+
+    def test_initialise_job_with_bookmark_context_and_logger(self):
+        initialise_job(self.args_with_bookmark, self.mock_job, self.mock_logger)
+        self.mock_job.init.assert_called_once_with(
+            "test_job_test_context", self.args_with_bookmark
+        )
+        self.mock_logger.error.assert_not_called()
+
+    def test_initialise_job_without_bookmark_context_and_logger(self):
+        initialise_job(self.args_without_bookmark, self.mock_job, self.mock_logger)
+        self.mock_job.init.assert_called_once_with(
+            "test_job", self.args_without_bookmark
+        )
+        self.mock_logger.error.assert_not_called()
+
+    def test_initialise_job_without_job_name_and_logger(self):
+        with self.assertRaises(ValueError):
+            initialise_job({}, self.mock_job, self.mock_logger)
+        self.mock_logger.error.assert_called_once()
+
+    @patch("scripts.helpers.helpers.logging")
+    def test_initialise_job_with_initialisation_exception_and_default_logger(
+        self, mock_logging
+    ):
+        self.mock_job.init.side_effect = Exception("Test Exception")
+        with self.assertRaises(Exception):
+            initialise_job(self.args_with_bookmark, self.mock_job)
+        mock_logging.getLogger.assert_called_with("scripts.helpers.helpers")
+        self.mock_job.init.assert_called_once()
+
+    def test_initialise_job_with_initialisation_exception_and_custom_logger(self):
+        self.mock_job.init.side_effect = Exception("Test Exception")
+        with self.assertRaises(Exception):
+            initialise_job(self.args_with_bookmark, self.mock_job, self.mock_logger)
+        self.mock_logger.error.assert_called_with(
+            "Failed to initialise job: Test Exception"
+        )
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/state-machine-definitions/academy_ingestion.asl.json b/state-machine-definitions/academy_ingestion.asl.json
index 9c9edfdaf..74767b26f 100644
--- a/state-machine-definitions/academy_ingestion.asl.json
+++ b/state-machine-definitions/academy_ingestion.asl.json
@@ -121,6 +121,7 @@
                         "Parameters": {
                             "JobName": "${AcademyLandingToRawGlueJobName}",
                             "Arguments": {
+                                "--BOOKMARK_CONTEXT.$": "$.BookmarkContext",
                                 "--table_filter_expression.$": "$.FilterString",
                                 "--s3_prefix.$": "$.S3Prefix",
                                 "--glue_database_name_target": "$.GlueDatabaseTarget"
@@ -134,7 +135,8 @@
             "ItemSelector": {
                 "FilterString.$": "$$.Map.Item.Value.FilterString",
                 "S3Prefix.$": "$$.Map.Item.Value.S3Prefix",
-                "GlueDatabaseTarget.$": "$$.Map.Item.Value.GlueDatabaseTarget"
+                "GlueDatabaseTarget.$": "$$.Map.Item.Value.GlueDatabaseTarget",
+                "BookmarkContext.$": "$$.Map.Item.Value.BookmarkContext"
             },
             "End": true,
             "ResultPath": "$.copyToRawOutput"
diff --git a/terraform/core/13-mssql-ingestion.tf b/terraform/core/13-mssql-ingestion.tf
index fd3906275..b82a09179 100644
--- a/terraform/core/13-mssql-ingestion.tf
+++ b/terraform/core/13-mssql-ingestion.tf
@@ -111,12 +111,14 @@ locals {
       {
         S3Prefix           = "revenues/",
         FilterString       = "(^lbhaliverbviews_core_(?!hb).*|^lbhaliverbviews_current_(?!hb).*|^lbhaliverbviews_xdbvw_.*)",
-        GlueDatabaseTarget = module.department_revenues.raw_zone_catalog_database_name
+        GlueDatabaseTarget = module.department_revenues.raw_zone_catalog_database_name,
+        BookmarkContext    = "revenues"
       },
       {
         S3Prefix           = "benefits-housing-needs/",
         FilterString       = "(^lbhaliverbviews_core_hb.*|^lbhaliverbviews_current_hb.*)",
-        GlueDatabaseTarget = module.department_benefits_and_housing_needs.raw_zone_catalog_database_name
+        GlueDatabaseTarget = module.department_benefits_and_housing_needs.raw_zone_catalog_database_name,
+        BookmarkContext    = "benefits-housing-needs"
       }
     ]
   }
@@ -145,6 +147,7 @@ module "academy_glue_job" {
   number_of_workers_for_glue_job  = local.number_of_glue_workers
   max_concurrent_runs_of_glue_job = length(local.academy_table_filters)
   job_parameters = {
+    "--BOOKMARK_CONTEXT" = ""
     "--source_data_database"        = module.academy_mssql_database_ingestion[0].ingestion_database_name
     "--s3_ingestion_bucket_target"  = "s3://${module.landing_zone.bucket_id}/academy/"
     "--s3_ingestion_details_target" = "s3://${module.landing_zone.bucket_id}/academy/ingestion-details/"
@@ -230,7 +233,8 @@ data "aws_iam_policy_document" "academy_step_functions_policy" {
       "glue:GetJobRun",
       "glue:GetJobRuns",
       "glue:BatchStopJobRun",
-      "glue:StartCrawler"
+      "glue:StartCrawler",
+      "glue:GetCrawler"
     ]
     resources = ["*"]
   }