Videos can be embedded in the job description while creating or editing a job. 

Go to the Job Description section.

Clicks on Insert/Edit Media
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A pop-up will open, enter the link of the video in the source field. 

You can also change the dimension of the video to be displayed.

The video is now embedded. You can adjust the positioning of the video by giving it proper spacing. 

Hit 'Update and Finish'.
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Now just let John Denver take your candidates through Country Roads!!