diff --git a/content/guides/running_applications/Jupyter.md b/content/guides/running_applications/Jupyter.md
index 6a8d0b3e542bb590295e96c7d8d4c484c2c515d2..442133957028bc65e34a1beefac28eb30ea0cc3b 100644
--- a/content/guides/running_applications/Jupyter.md
+++ b/content/guides/running_applications/Jupyter.md
@@ -24,9 +24,8 @@ weight = 20
 
 	{{< figure src="/images/jupyterPush.png" >}}  
 
-3.	Choose a job profile. Select "Local Jupyter Notebook" for light tasks such as debugging or small-scale testing.
-Select the other options based on your computing needs. Note that a local Jupyter Notebook will save to your "home" 
-directory, while the other options save to your "work" directory.
+3.	Choose a job profile. Select "Noteboook via SLURM Job | Small (1 core, 4GB RAM, 8 hours)" for light tasks such as debugging or small-scale testing.
+Select the other options based on your computing needs. Note that a SLURM Job will save to your "work" directory.
 
 {{< figure src="/images/jupyterjob.png" >}}
 
diff --git a/static/images/jupyterjob.png b/static/images/jupyterjob.png
index 961c2d9b1189c198eaaec9ec5a6a000add8aa59d..e576aea9fa2de2f20c26a4f66c5ad872bb748497 100644
Binary files a/static/images/jupyterjob.png and b/static/images/jupyterjob.png differ