The website ("mamble.com") provides outsourcing data sourced from two different sources ("accelerance.com" and through scraping leading IT, marketing, and business services companies’ directories) for informational purposes only. The data provided on mamble.com is not intended to be a substitute for professional advice or consultation.

The methodology

To generate position and regional level data mamble.com used accelerance.com and other sources for data per each region and country.

The scraping strategy of company directories provided an in-depth understanding of country-level rates.

By calculating country-level rates, mamble.com generated data ratios per region. The differences were filtered per country and position level.

The data provided on mamble.com may be subject to change without notice, and the website does not guarantee that the data provided will be accurate or up-to-date at all times. mamble.com shall not be liable for any loss or damage arising from the use of or reliance on any data provided on the Website.

Users of mamble.com are solely responsible for verifying the accuracy, completeness, and reliability of any data provided on the website before making any decisions or taking any actions based on such data. The

The website encourages users to seek professional advice or consultation before making any decisions or taking any actions based on any data provided on mamble.com . If you need granular data per country, position, or a specific period, submit a contact form for further consultation.

By using the website, users acknowledge that they have read and understood this disclosure and agree to be bound by its terms and conditions.

Additional sources of information:

Global Innovation Index 2022
GDP Forecasts 2022-2027
Country Risk and Business Climate Assessment
English Proficiency Index
Global Cyber Security Index 2021
GDP growth (2021)
Worldwide Governance Indicators
Democracy Index 2021