diff --git a/airbyte/_processors/sql/bigquery.py b/airbyte/_processors/sql/bigquery.py
index c7ad7ec9..a2ce1152 100644
--- a/airbyte/_processors/sql/bigquery.py
+++ b/airbyte/_processors/sql/bigquery.py
@@ -5,7 +5,7 @@
 
 import warnings
 from pathlib import Path
-from typing import TYPE_CHECKING, final
+from typing import TYPE_CHECKING, cast, final
 
 import google.oauth2
 import sqlalchemy
@@ -14,6 +14,7 @@
 from google.oauth2 import service_account
 from overrides import overrides
 from pydantic import Field
+from sqlalchemy import types as sqlalchemy_types
 from sqlalchemy.engine import make_url
 
 from airbyte import exceptions as exc
@@ -98,7 +99,7 @@ class BigQueryTypeConverter(SQLTypeConverter):
     @classmethod
     def get_string_type(cls) -> sqlalchemy.types.TypeEngine:
         """Return the string type for BigQuery."""
-        return "String"
+        return cast(sqlalchemy.types.TypeEngine, "String")  # BigQuery uses STRING for all strings
 
     @overrides
     def to_sql_type(
@@ -115,9 +116,9 @@ def to_sql_type(
         if isinstance(sql_type, sqlalchemy.types.VARCHAR):
             return self.get_string_type()
         if isinstance(sql_type, sqlalchemy.types.BIGINT):
-            return "INT64"
+            return sqlalchemy_types.Integer()  # All integers are 64-bit in BigQuery
 
-        return sql_type.__class__.__name__
+        return sql_type
 
 
 class BigQuerySqlProcessor(SqlProcessorBase):
diff --git a/airbyte/_processors/sql/snowflake.py b/airbyte/_processors/sql/snowflake.py
index 9e3493fe..fdbc47b5 100644
--- a/airbyte/_processors/sql/snowflake.py
+++ b/airbyte/_processors/sql/snowflake.py
@@ -4,7 +4,7 @@
 from __future__ import annotations
 
 from concurrent.futures import ThreadPoolExecutor
-from textwrap import dedent, indent
+from textwrap import indent
 from typing import TYPE_CHECKING
 
 import sqlalchemy
@@ -12,6 +12,7 @@
 from pydantic import Field
 from snowflake import connector
 from snowflake.sqlalchemy import URL, VARIANT
+from sqlalchemy import text
 
 from airbyte import exceptions as exc
 from airbyte._writers.jsonl import JsonlWriter
@@ -146,8 +147,7 @@ def upload_file(file_path: Path) -> None:
         files_list = ", ".join([f"'{f.name}'" for f in files])
         columns_list_str: str = indent("\n, ".join(columns_list), " " * 12)
         variant_cols_str: str = ("\n" + " " * 21 + ", ").join([f"$1:{col}" for col in columns_list])
-        copy_statement = dedent(
-            f"""
+        copy_statement = f"""
             COPY INTO {temp_table_name}
             (
                 {columns_list_str}
@@ -160,8 +160,7 @@ def upload_file(file_path: Path) -> None:
             FILE_FORMAT = ( TYPE = JSON, COMPRESSION = GZIP )
             ;
             """
-        )
-        self._execute_sql(copy_statement)
+        self._execute_sql(text(copy_statement))
         return temp_table_name
 
     @overrides
@@ -175,9 +174,11 @@ def _init_connection_settings(self, connection: Connection) -> None:
         This also sets MULTI_STATEMENT_COUNT to 0, which allows multi-statement commands.
         """
         connection.execute(
-            """
-            ALTER SESSION SET
-            QUOTED_IDENTIFIERS_IGNORE_CASE = TRUE
-            MULTI_STATEMENT_COUNT = 0
-            """
+            text(
+                """
+                ALTER SESSION SET
+                QUOTED_IDENTIFIERS_IGNORE_CASE = TRUE
+                MULTI_STATEMENT_COUNT = 0
+                """
+            )
         )
diff --git a/airbyte/caches/_catalog_backend.py b/airbyte/caches/_catalog_backend.py
index b5b1adc9..ffd3c8c7 100644
--- a/airbyte/caches/_catalog_backend.py
+++ b/airbyte/caches/_catalog_backend.py
@@ -13,8 +13,7 @@
 from typing import TYPE_CHECKING
 
 from sqlalchemy import Column, String
-from sqlalchemy.ext.declarative import declarative_base
-from sqlalchemy.orm import Session
+from sqlalchemy.orm import Session, declarative_base
 
 from airbyte_protocol.models import (
     AirbyteStream,
@@ -127,7 +126,7 @@ def __init__(
 
     def _ensure_internal_tables(self) -> None:
         engine = self._engine
-        SqlAlchemyModel.metadata.create_all(engine)
+        SqlAlchemyModel.metadata.create_all(engine)  # type: ignore[attr-defined]
 
     def register_source(
         self,
@@ -232,7 +231,7 @@ def _fetch_streams_info(
             ConfiguredAirbyteStream(
                 stream=AirbyteStream(
                     name=stream.stream_name,
-                    json_schema=json.loads(stream.catalog_metadata),
+                    json_schema=json.loads(stream.catalog_metadata),  # type: ignore[arg-type]
                     supported_sync_modes=[SyncMode.full_refresh],
                 ),
                 sync_mode=SyncMode.full_refresh,
diff --git a/airbyte/caches/_state_backend.py b/airbyte/caches/_state_backend.py
index ac575501..07cffe38 100644
--- a/airbyte/caches/_state_backend.py
+++ b/airbyte/caches/_state_backend.py
@@ -9,8 +9,7 @@
 
 from pytz import utc
 from sqlalchemy import Column, DateTime, PrimaryKeyConstraint, String, and_
-from sqlalchemy.ext.declarative import declarative_base
-from sqlalchemy.orm import Session
+from sqlalchemy.orm import Session, declarative_base
 
 from airbyte_protocol.models import (
     AirbyteStateMessage,
@@ -39,11 +38,11 @@
 GLOBAL_STATE_STREAM_NAMES = [GLOBAL_STATE_STREAM_NAME, LEGACY_STATE_STREAM_NAME]
 
 
-SqlAlchemyModel = declarative_base()
+SqlAlchemyModel: type = declarative_base()
 """A base class to use for SQLAlchemy ORM models."""
 
 
-class CacheStreamStateModel(SqlAlchemyModel):  # type: ignore[valid-type,misc]
+class CacheStreamStateModel(SqlAlchemyModel):  # type: ignore[misc]
     """A SQLAlchemy ORM model to store state metadata for internal caches."""
 
     __tablename__ = CACHE_STATE_TABLE_NAME
@@ -66,7 +65,7 @@ class CacheStreamStateModel(SqlAlchemyModel):  # type: ignore[valid-type,misc]
     """The last time the state was updated."""
 
 
-class DestinationStreamStateModel(SqlAlchemyModel):  # type: ignore[valid-type,misc]
+class DestinationStreamStateModel(SqlAlchemyModel):  # type: ignore[misc]
     """A SQLAlchemy ORM model to store state metadata for destinations.
 
     This is a separate table from the cache state table. The destination state table
@@ -127,7 +126,7 @@ def _write_state(
             stream_name = GLOBAL_STATE_STREAM_NAME
         if state_message.type == AirbyteStateType.LEGACY:
             stream_name = LEGACY_STATE_STREAM_NAME
-        elif state_message.type == AirbyteStateType.STREAM:
+        elif state_message.type == AirbyteStateType.STREAM and state_message.stream:
             stream_name = state_message.stream.stream_descriptor.name
         else:
             raise PyAirbyteInternalError(
@@ -199,7 +198,7 @@ def __init__(
     def _ensure_internal_tables(self) -> None:
         """Ensure the internal tables exist in the SQL database."""
         engine = self._engine
-        SqlAlchemyModel.metadata.create_all(engine)
+        SqlAlchemyModel.metadata.create_all(engine)  # type: ignore[attr-defined]
 
     def get_state_provider(
         self,
diff --git a/airbyte/cloud/sync_results.py b/airbyte/cloud/sync_results.py
index 3c250cfa..769dae4a 100644
--- a/airbyte/cloud/sync_results.py
+++ b/airbyte/cloud/sync_results.py
@@ -277,7 +277,7 @@ def get_sql_cache(self) -> CacheBase:
 
     def get_sql_engine(self) -> sqlalchemy.engine.Engine:
         """Return a SQL Engine for querying a SQL-based destination."""
-        self.get_sql_cache().get_sql_engine()
+        return self.get_sql_cache().get_sql_engine()
 
     def get_sql_table_name(self, stream_name: str) -> str:
         """Return the SQL table name of the named stream."""
@@ -288,7 +288,7 @@ def get_sql_table(
         stream_name: str,
     ) -> sqlalchemy.Table:
         """Return a SQLAlchemy table object for the named stream."""
-        self.get_sql_cache().processor.get_sql_table(stream_name)
+        return self.get_sql_cache().processor.get_sql_table(stream_name)
 
     def get_dataset(self, stream_name: str) -> CachedDataset:
         """Retrieve an `airbyte.datasets.CachedDataset` object for a given stream name.
diff --git a/airbyte/datasets/_sql.py b/airbyte/datasets/_sql.py
index e86623df..0ba6d397 100644
--- a/airbyte/datasets/_sql.py
+++ b/airbyte/datasets/_sql.py
@@ -22,7 +22,7 @@
     from pyarrow.dataset import Dataset
     from sqlalchemy import Table
     from sqlalchemy.sql import ClauseElement
-    from sqlalchemy.sql.selectable import Selectable
+    from sqlalchemy.sql.expression import Select
 
     from airbyte_protocol.models import ConfiguredAirbyteStream
 
@@ -40,7 +40,7 @@ def __init__(
         self,
         cache: CacheBase,
         stream_name: str,
-        query_statement: Selectable,
+        query_statement: Select,
         stream_configuration: ConfiguredAirbyteStream | None | Literal[False] = None,
     ) -> None:
         """Initialize the dataset with a cache, stream name, and query statement.
@@ -60,7 +60,7 @@ def __init__(
         self._length: int | None = None
         self._cache: CacheBase = cache
         self._stream_name: str = stream_name
-        self._query_statement: Selectable = query_statement
+        self._query_statement: Select = query_statement
         if stream_configuration is None:
             try:
                 stream_configuration = cache.processor.catalog_provider.get_configured_stream_info(
@@ -72,8 +72,8 @@ def __init__(
                     stacklevel=2,
                 )
 
-            # Coalesce False to None
-            stream_configuration = stream_configuration or None
+        # Coalesce False to None
+        stream_configuration = stream_configuration or None
 
         super().__init__(stream_metadata=stream_configuration)
 
@@ -94,11 +94,11 @@ def __len__(self) -> int:
         This method caches the length of the dataset after the first call.
         """
         if self._length is None:
-            count_query = select([func.count()]).select_from(self._query_statement.alias())
+            count_query = select(func.count()).select_from(self._query_statement.subquery())
             with self._cache.processor.get_sql_connection() as conn:
                 self._length = conn.execute(count_query).scalar()
 
-        return self._length
+        return cast(int, self._length)
 
     def to_pandas(self) -> DataFrame:
         return self._cache.get_pandas_dataframe(self._stream_name)
diff --git a/airbyte/shared/sql_processor.py b/airbyte/shared/sql_processor.py
index 0bfdfe1f..8a1afb41 100644
--- a/airbyte/shared/sql_processor.py
+++ b/airbyte/shared/sql_processor.py
@@ -28,7 +28,6 @@
     text,
     update,
 )
-from sqlalchemy.sql.elements import TextClause
 
 from airbyte_protocol.models import (
     AirbyteMessage,
@@ -63,6 +62,7 @@
     from sqlalchemy.engine.cursor import CursorResult
     from sqlalchemy.engine.reflection import Inspector
     from sqlalchemy.sql.base import Executable
+    from sqlalchemy.sql.elements import TextClause
     from sqlalchemy.sql.type_api import TypeEngine
 
     from airbyte._batch_handles import BatchHandle
@@ -132,6 +132,7 @@ def get_sql_engine(self) -> Engine:
             execution_options={
                 "schema_translate_map": {None: self.schema_name},
             },
+            future=True,
         )
 
     def get_vendor_client(self) -> object:
@@ -782,10 +783,6 @@ def _execute_sql(self, sql: str | TextClause | Executable) -> CursorResult:
         """Execute the given SQL statement."""
         if isinstance(sql, str):
             sql = text(sql)
-        if isinstance(sql, TextClause):
-            sql = sql.execution_options(
-                autocommit=True,
-            )
 
         with self.get_sql_connection() as conn:
             try:
@@ -852,7 +849,7 @@ def _write_files_to_new_table(
                 schema=self.sql_config.schema_name,
                 if_exists="append",
                 index=False,
-                dtype=sql_column_definitions,
+                dtype=sql_column_definitions,  # type: ignore[arg-type]
             )
         return temp_table_name
 
@@ -1117,7 +1114,7 @@ def _emulated_merge_temp_table_to_final_table(
 
         # Select records from temp_table that are not in final_table
         select_new_records_stmt = (
-            select([temp_table]).select_from(joined_table).where(where_not_exists_clause)
+            select(temp_table).select_from(joined_table).where(where_not_exists_clause)
         )
 
         # Craft the INSERT statement using the select statement
diff --git a/poetry.lock b/poetry.lock
index 155a937e..db808333 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "airbyte-api"
@@ -99,13 +99,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.4.0"
+version = "4.6.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
-    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+    {file = "anyio-4.6.0-py3-none-any.whl", hash = "sha256:c7d2e9d63e31599eeb636c8c5c03a7e108d73b345f064f1c19fdc87b79036a9a"},
+    {file = "anyio-4.6.0.tar.gz", hash = "sha256:137b4559cbb034c477165047febb6ff83f390fc3b20bf181c1fc0a728cb8beeb"},
 ]
 
 [package.dependencies]
@@ -115,9 +115,9 @@ sniffio = ">=1.1"
 typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "asn1crypto"
@@ -184,13 +184,13 @@ files = [
 
 [[package]]
 name = "cattrs"
-version = "24.1.1"
+version = "24.1.2"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cattrs-24.1.1-py3-none-any.whl", hash = "sha256:ec8ce8fdc725de9d07547cd616f968670687c6fa7a2e263b088370c46d834d97"},
-    {file = "cattrs-24.1.1.tar.gz", hash = "sha256:16e94a13f9aaf6438bd5be5df521e072b1b00481b4cf807bcb1acbd49f814c08"},
+    {file = "cattrs-24.1.2-py3-none-any.whl", hash = "sha256:67c7495b760168d931a10233f979b28dc04daf853b30752246f4f8471c6d68d0"},
+    {file = "cattrs-24.1.2.tar.gz", hash = "sha256:8028cfe1ff5382df59dd36474a86e02d817b06eaf8af84555441bac915d2ef85"},
 ]
 
 [package.dependencies]
@@ -801,13 +801,13 @@ files = [
 
 [[package]]
 name = "google-api-core"
-version = "2.19.2"
+version = "2.20.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google_api_core-2.19.2-py3-none-any.whl", hash = "sha256:53ec0258f2837dd53bbd3d3df50f5359281b3cc13f800c941dd15a9b5a415af4"},
-    {file = "google_api_core-2.19.2.tar.gz", hash = "sha256:ca07de7e8aa1c98a8bfca9321890ad2340ef7f2eb136e558cee68f24b94b0a8f"},
+    {file = "google_api_core-2.20.0-py3-none-any.whl", hash = "sha256:ef0591ef03c30bb83f79b3d0575c3f31219001fc9c5cf37024d08310aeffed8a"},
+    {file = "google_api_core-2.20.0.tar.gz", hash = "sha256:f74dff1889ba291a4b76c5079df0711810e2d9da81abfdc99957bc961c1eb28f"},
 ]
 
 [package.dependencies]
@@ -1022,77 +1022,84 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "greenlet"
-version = "3.1.0"
+version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [[package]]
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 requests = ">=2,<3"
 
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 [[package]]
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+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx_oracle (>=7)", "cx_oracle (>=7,<8)"]
+oracle = ["cx_oracle (>=8)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql", "pymysql (<1)"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
@@ -3378,6 +3411,20 @@ bqstorage = ["google-cloud-bigquery-storage (>=2.0.0,<3.0.0dev)", "grpcio (>=1.4
 geography = ["GeoAlchemy2", "shapely"]
 tests = ["packaging", "pytz"]
 
+[[package]]
+name = "sqlalchemy2-stubs"
+version = "0.0.2a38"
+description = "Typing Stubs for SQLAlchemy 1.4"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "sqlalchemy2-stubs-0.0.2a38.tar.gz", hash = "sha256:861d722abeb12f13eacd775a9f09379b11a5a9076f469ccd4099961b95800f9e"},
+    {file = "sqlalchemy2_stubs-0.0.2a38-py3-none-any.whl", hash = "sha256:b62aa46943807287550e2033dafe07564b33b6a815fbaa3c144e396f9cc53bcb"},
+]
+
+[package.dependencies]
+typing-extensions = ">=3.7.4"
+
 [[package]]
 name = "strictyaml"
 version = "1.7.3"
@@ -3555,13 +3602,13 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
 [[package]]
@@ -3751,4 +3798,4 @@ files = [
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<4.0"
-content-hash = "710360b32faab5ce2ddabd5dec35534efe5ba0dce0a745359a7d17e117dcc584"
+content-hash = "cf52ffa6e4b016d932554d343c1dcafeaa054c1b0c2b9fc17b4f965139fd4b52"
diff --git a/pyproject.toml b/pyproject.toml
index e7b356f1..c132f8c5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,7 +25,7 @@ jsonschema = ">=3.2.0,<5.0"
 numpy = "<2.0"  # v2.0 causes "ValueError: numpy.dtype size changed" error
 orjson = "^3.10"
 overrides = "^7.4.0"
-pandas = ">=1.5.3,<=2.1.4"              # 2.2.0 breaks sqlalchemy interop - TODO: optionally retest higher versions
+pandas = ">=1.5.3,<3.0"
 pendulum = "<=3.0.0"
 psycopg2-binary = "^2.9.9"
 # psycopg = {extras = ["binary", "pool"], version = "^3.1.16"}
@@ -38,7 +38,7 @@ requests = "<=2.32.2,!=3.32.0"  # 3.32.0 breaks docker tests
 rich = "^13.7.0"
 snowflake-connector-python = "^3.10.0"
 snowflake-sqlalchemy = "^1.5.1"
-sqlalchemy = "1.4.51"
+sqlalchemy = "^2.0.35"
 types-pyyaml = "^6.0.12.12"
 
 # TODO: Remove this arbitrary python constraint once `sqlalchemy-bigquery` has done so.
@@ -70,6 +70,7 @@ poethepoet = "^0.26.1"
 coverage = "^7.5.1"
 pytest-timeout = "^2.3.1"
 viztracer = "^0.16.3"
+sqlalchemy2-stubs = "^0.0.2a38"
 
 [build-system]
 requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning>=1.0.0,<2.0.0"]
@@ -90,8 +91,6 @@ markers = [
 filterwarnings = [ # syntax: "action:message_regex:category:module:line"
     # Treat python warnings as errors in pytest
     "error",
-    # TODO: Remove these ignores once we are able to fix the warnings:
-    "ignore::sqlalchemy.exc.MovedIn20Warning",
     # Snowflake reregisters its functions, which is fine.
     "ignore::sqlalchemy.exc.SAWarning",  # "GenericFunction is already registered and is going to be overridden.""
     # Ignore these, specifically on Windows because of file cleanup and locking issues:
diff --git a/tests/integration_tests/conftest.py b/tests/integration_tests/conftest.py
index 9d088abb..6e0beac3 100644
--- a/tests/integration_tests/conftest.py
+++ b/tests/integration_tests/conftest.py
@@ -2,23 +2,21 @@
 """Fixtures for integration tests."""
 
 from __future__ import annotations
-from contextlib import suppress
+
 import os
+from contextlib import suppress
 
+import airbyte as ab
 import pytest
 import ulid
-from sqlalchemy import create_engine
-
 from airbyte._util import meta
+from airbyte._util.temp_files import as_temp_files
 from airbyte.caches.base import CacheBase
 from airbyte.caches.bigquery import BigQueryCache
 from airbyte.caches.motherduck import MotherDuckCache
 from airbyte.caches.snowflake import SnowflakeCache
 from airbyte.secrets import GoogleGSMSecretManager, SecretHandle
-from airbyte._util.temp_files import as_temp_files
-
-import airbyte as ab
-
+from sqlalchemy import create_engine, text
 
 AIRBYTE_INTERNAL_GCP_PROJECT = "dataline-integration-testing"
 
@@ -92,9 +90,12 @@ def new_snowflake_cache(snowflake_creds: dict):
 
     yield config
 
-    engine = create_engine(config.get_sql_alchemy_url())
-    with engine.begin() as connection:
-        connection.execute(f"DROP SCHEMA IF EXISTS {config.schema_name}")
+    engine = create_engine(
+        config.get_sql_alchemy_url(),
+        future=True,
+    )
+    with engine.connect() as connection:
+        connection.execute(text(f"DROP SCHEMA IF EXISTS {config.schema_name}"))
 
 
 @pytest.fixture
@@ -114,10 +115,13 @@ def new_bigquery_cache(ci_secret_manager: GoogleGSMSecretManager):
         yield cache
 
         url = cache.get_sql_alchemy_url()
-        engine = create_engine(url)
+        engine = create_engine(
+            url,
+            future=True,
+        )
         with suppress(Exception):
             with engine.begin() as connection:
-                connection.execute(f"DROP SCHEMA IF EXISTS {cache.schema_name}")
+                connection.execute(text(f"DROP SCHEMA IF EXISTS {cache.schema_name}"))
 
 
 @pytest.fixture(autouse=True, scope="session")
diff --git a/tests/integration_tests/test_all_cache_types.py b/tests/integration_tests/test_all_cache_types.py
index 2517bc47..f7966d1e 100644
--- a/tests/integration_tests/test_all_cache_types.py
+++ b/tests/integration_tests/test_all_cache_types.py
@@ -17,6 +17,7 @@
 import pytest
 from airbyte import get_source
 from airbyte._util.venv_util import get_bin_dir
+from sqlalchemy import text
 from viztracer import VizTracer
 
 # Product count is always the same, regardless of faker scale.
@@ -246,10 +247,13 @@ def test_auto_add_columns(
 
     # Ensure that the raw ID column is present. Then delete it and confirm it's gone.
     assert "_airbyte_raw_id" in result["users"].to_sql_table().columns
-    new_generic_cache.get_sql_engine().execute(
-        f"ALTER TABLE {new_generic_cache.schema_name}.{table_name} "
-        "DROP COLUMN _airbyte_raw_id",
-    )
+    with new_generic_cache.processor.get_sql_connection() as conn:
+        conn.execute(
+            text(
+                f"ALTER TABLE {new_generic_cache.schema_name}.{table_name} "
+                "DROP COLUMN _airbyte_raw_id"
+            ),
+        )
     new_generic_cache.processor._invalidate_table_cache(table_name)
 
     assert "_airbyte_raw_id" not in result["users"].to_sql_table().columns