Exploring Salary Market Research for Tech Recruitment

As a new Tech Recruiter, I’ve been tasked with conducting extensive market research on salaries, primarily without directly reaching out to candidates. This approach is largely due to the rising costs of LinkedIn licenses and the need for efficiency.

To gather insights, I’ve been utilizing platforms like Glassdoor, Jobicy, and similar resources to understand potential salary ranges for different roles. However, I’ve found that much of the data available tends to be poorly validated or even nonsensical, making it challenging to navigate effectively.

Given these challenges, I’m curious about the best practices for conducting thorough salary market research. Are there any tools, software, or resources that could help streamline this process?

Thank you for your insights!