diff --git a/pydqc/data_compare.py b/pydqc/data_compare.py
index 33439af..53535a8 100644
--- a/pydqc/data_compare.py
+++ b/pydqc/data_compare.py
@@ -7,7 +7,7 @@
 from openpyxl.styles import Border, Side
 from openpyxl.formatting.rule import DataBar, FormatObject, Rule
 
-from sklearn.externals.joblib import Parallel, delayed
+from joblib import Parallel, delayed
 from scipy.stats import spearmanr
 
 import matplotlib.pyplot as plt
diff --git a/pydqc/data_consist.py b/pydqc/data_consist.py
index cefa1ca..98baebc 100644
--- a/pydqc/data_consist.py
+++ b/pydqc/data_consist.py
@@ -4,7 +4,7 @@
 import shutil
 
 import openpyxl
-from sklearn.externals.joblib import Parallel, delayed
+from joblib import Parallel, delayed
 
 import matplotlib.pyplot as plt
 import seaborn as sns 
diff --git a/pydqc/data_summary.py b/pydqc/data_summary.py
index b4efd6a..28499db 100644
--- a/pydqc/data_summary.py
+++ b/pydqc/data_summary.py
@@ -8,7 +8,7 @@
 from openpyxl.formatting.rule import DataBar, FormatObject, Rule
 
 import datetime
-from sklearn.externals.joblib import Parallel, delayed
+from joblib import Parallel, delayed
 
 import matplotlib.pyplot as plt
 
diff --git a/pydqc/infer_schema.py b/pydqc/infer_schema.py
index ebdffcc..1a2fe1f 100644
--- a/pydqc/infer_schema.py
+++ b/pydqc/infer_schema.py
@@ -8,7 +8,7 @@
 from openpyxl.formatting.rule import FormulaRule
 from openpyxl.worksheet.datavalidation import DataValidation
 
-from sklearn.externals.joblib import Parallel, delayed
+from joblib import Parallel, delayed
 import xlsxwriter
 
 import warnings