The average cleaner salary at Anaheim was $4,654 , which is 67 percent lower than the average salary for this job in California, and 88 percent lower than the national average for this job . Cleaner salaries at Anaheim typically range from $1,757 to $8,192 (25th to 75th percentile). The highest reported cleaner salary was $9,984. There are 192 employees at Anaheim with the job title cleaner.