1、Citi is one of the worlds largest financial institutions,operating in all major established and emerging markets.Across these world markets,our employees conduct an ongoing multi-disciplinary conversation accessing information,analyzing data,developing insights,and formulating advice.As our premier

2、thought leadership product,Citi GPS is designed to help our readers navigate the global economys most demanding challenges and to anticipate future themes and trends in a fast-changing and interconnected world.Citi GPS accesses the best elements of our global conversation and harvests the thought le

3、adership of a wide range of senior professionals across our firm.This is not a research report and does not constitute advice on investments or a solicitations to buy or sell any financial instruments.For more information on Citi GPS,please visit our website at GPS:Global Perspectives&Solutions Octo

4、ber 2023SKILLS THAT PAYThe Returns from Specific Skills as Demanded in Job Advertisements Citi GPS:Citi GPS:Global Perspectives&Solutions September 2023 Primary Authors Helen H Krause,CFA Helen is a Managing Director and Head of Data Science Insights at Citi Global Data Insights.Previous to Citi,Hel

5、en was an Executive Director in Alternative Investment at Morgan Stanley and a Senior Portfolio Manager at BlackRock.She has an MSc in Economics and Finance from University of Warwick and an MSc in Mathematical Trading and Finance from Cass Business School.+44-20-7986-8653| Brian Yeung Brian is a Vi

6、ce President and a founding Data Scientist at Citi Global Data Insights.Brians work focuses on developing data science-driven investment insights by leveraging alternative data,and he has led various projects including employment and workforce dynamics,supply chain resilience,and consumer credit car