Around 50% of all respondents see the increasing in prominence both in their roles of AI specialists, data engineers organizations and in Switzerland in and analysts, and cybersecurity experts general. Which jobs do you think will be most critical in the next Which jobs will be most critical for your organization in the three years in general? next three years? (Full- or part-time employed) (Respondents selected up to five options.) (Respondents selected up to five options.) AI and machine learning specialists 58% Data engineers and data analysts 53% Data engineers and data analysts 54% AI and machine learning specialists 45% Cybersecurity experts 46% Cybersecurity experts 40% Human-AI collaboration specialists 37% Human-AI collaboration specialists 31% AI interaction designers and user experience Ethicists and bias auditors 28% (UX) professionals 27% AI interaction designers and user experience (UX) professionals 28% Sales and marketing professionals (with AI skills) 26% Educators and trainers in AI and tech fields 26% Educators and trainers in AI and tech fields 19% Robotics engineers and technicians 23% Other jobs AI trainers 19% • AI (and other tech) policy and law makers • Algorithm developers, control/automation AI trainers 19% engineers Robotics engineers and technicians 14% • All • Change management Sales and marketing professionals (with AI skills) 14% • Financial analysts Ethicists and bias auditors 13% Other jobs • Governmental bodies to keep legislation up • All employees are in an important role to Mental health and wellness professionals 11% to date with development Mental health and wellness professionals 6% realistically seek benefits from the fast • How to prompt correctly and how to teach development of AI tools AI system for good • Software programmers None of the above 1% • Politicians None of the above 5% • Supply chain specialists • Regulators for adequate AI policy • Tech-savvy senior management Other 4% • Teachers Other 2% • Technicians * Numbers do not add up to 100% as five answer options were selected * Numbers do not add up to 100% as five answer options were selected