Table of Contents TABLE OF CONTENTS
Executive Summary
02
State of Technology
03
High-Tech Talent
03
Peer Metro Comparisons
04
Top Tech Occupations
05
Tech Strategy Progress
06
Interview with Marouane Kessentini, PhD
07
Manufacturing Technology Adoption
09
Tech Job Data
11
Job Posting Data
11
AI-Related Skills
13
Venture Activity
14
Tech Project & Initiative Updates
15
Tech Week Grand Rapids
17
Data Appendix
19
Report Authors
20
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