TECHNOLOGY AT WORK
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Citi GPS: Global Perspectives & Solutions February 2015<br />
Carl Benedikt Frey is Co-Director for the Oxford Martin Programme on Technology and Employment<br />
and Oxford Martin Citi Fellow. He is a Doctor of Economic History at Lund University, an Economics<br />
Associate of Nuffield College, University of Oxford and Specialist Advisor to the Digital Skills Select<br />
Committee of the House of Lords. His research interests include the transition of industrial nations to<br />
digital economies and subsequent challenges for economic growth and employment. In particular, his<br />
work focuses on technology shocks and associated impacts on labour markets and urban development.<br />
His work has been covered by the BBC, CNN, The Economist, Financial Times, Wall Street Journal,<br />
Bloomberg, BusinessWeek, The New York Times, The Washington Post, Der Spiegel, Scientific<br />
American, TIME Magazine, Forbes, and many other outlets.<br />
Michael Osborne is Co-Director for the Oxford Martin Programme on Technology and Employment<br />
and Associate Professor in Machine Learning at the University of Oxford. He is an Official Fellow of<br />
Exeter College, University of Oxford and a Faculty Member of the Oxford-Man Institute for Quantitative<br />
Finance. He is an expert in the development of machine intelligence in sympathy with societal needs.<br />
His work on robust and scalable inference algorithms in machine learning has been successfully<br />
applied in diverse and challenging contexts, from aiding the detection of planets in distant solar<br />
systems to enabling self-driving cars to determine when their maps may have changed due to<br />
roadworks. He also has deep interests in the broader societal consequences of machine learning and<br />
robotics, and has analysed how intelligent algorithms might soon substitute for human workers.<br />
Robert Buckland<br />
Managing Director<br />
Chief Global Equity Strategist<br />
Natalia Mamaeva<br />
Director<br />
Head of European Engineering Research<br />
+44-20-7986-3947<br />
robert.buckland@citi.com<br />
Graeme McDonald<br />
Director<br />
Japanese Machinery & Shipbuilding<br />
Analyst<br />
+81-3-6270-4732<br />
graeme.mcdonald@citi.com<br />
Joe Seydl<br />
Senior Associate<br />
Global Economics Team<br />
+44-20-7986-4077<br />
natalia.mamaeva@citi.com<br />
Ebrahim Rahbari<br />
Director<br />
Global Economics Team<br />
+44-20-7986-6522<br />
ebrahim.rahbari@citi.com<br />
Robert Garlick<br />
Managing Director<br />
Global Equity Product Head<br />
Contributors<br />
James Ainley<br />
European Hotels & Leisure Analyst<br />
Andrew Coombs<br />
European Banks Analyst<br />
WIliam R Katz<br />
US Brokers & Asset Managers Analyst<br />
Atif Malik<br />
European Semiconductor Analyst<br />
Justin Morris<br />
European Med Tech & Services Analyst<br />
Jim Suva, CPA<br />
US IT Hardware & Supply Chain Analyst<br />
+1-212-816-2473<br />
joseph.seydl@citi.com<br />
Klaus Bergelind<br />
European Machinery Analyst<br />
Jason Gursky<br />
US Aerospace & Defence Analyst<br />
Arthur Lai<br />
Asian Display and Touch Panel Analyst<br />
Mark May<br />
US Internet Analyst<br />
Walter H Pritchard, CFA<br />
US Software Analyst<br />
Philip Watkins<br />
European Autos Analyst<br />
+44-20-7986-3547<br />
robert.j.garlick@citi.com<br />
Scott T Chronert<br />
US Small/Mid-Cap/ETF Strategist<br />
Keith Horowitz, CFA<br />
US Banks & Brokers Analyst<br />
Dr. Alex Leveringhaus<br />
Oxford Martin School<br />
Itay Michaeli<br />
US Autos & Auto Parts Analyst<br />
Ashwin Shirvaikar, CFA<br />
US Computer Services & IT Consulting Analyst<br />
Kenneth Wong, CFA<br />
US IT Hardware & Software Analyst