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“This market range is based on total compensation (vs. only base salary), which is in line with our compensation philosophy,” the listing read. 

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At the median, total compensation for these roles (including salary, allowances, and short- and long-term incentives) exceeds $170,000, compared to around $122,000 in Germany and just under $100,000 in the U.K.; ;Across all countries studied (Brazil, Canada, China, France, Germany, India, Mexico, Spain, U.K. and U.S.), median pay for machine learning roles increased, on average, by 2% for salaries and 6% in total compensation .

.; “If companies conduct an analysis only on base pay, they could be leaving out important elements of total compensation,” said Emily Cervino, CEP, head of industry relationships and thought leadership at Fidelity Stock Plan Services.

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Kian is a certified Microsoft Excel 2019/365 Expert who created and delivered hands-on Excel workshops for local Total Rewards organizations and at the 2024 WorldatWork Total Rewards Conference.

“You have so much more information out there, in some respects I think it’s reshaping how some folks are going about any sort of salary negotiation,” said Nancy Romanyshyn, senior director of total rewards strategy and solutions at Syndio, a pay equity software company.

Editor’s Note: Additional Content For more information and resources related to this article, see the pages below, which offer quick access to all WorldatWork content on these topics: ;Employee Benefits; ;Employee Compensation; ;Finance and Budgeting; ;Organizational Performance; #1 Total Rewards & Comp Newsletter Subscribe to Workspan Weekly and always get the latest news on compensation and Total Rewards delivered directly to you.

Editor’s Note: Additional Content For more information and resources related to this article, see the pages below, which offer quick access to all WorldatWork content on these topics: ;Employee Compensation; ;Finance and Budgeting; ;Organizational Performance; ;Sales Compensation; #1 Total Rewards & Comp Newsletter Subscribe to Workspan Weekly and always get the latest news on compensation and Total Rewards delivered directly to you.

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