The average salary for surgery scheduler jobs is $51,000. Average surgery scheduler salaries can vary greatly due to company, location, industry, experience and benefits.his free salary calculator uses salary data from millions of job listings indexed by Simply Hired's job search engine. The surgery scheduler salary comparisons feature allows job seekers to get the information required to make important career decisions and negotiate salary ranges.