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The Biden-Harris administration must take a page from other governments like Germany, Argentina and Canada who are investing in training all public servants in new ways of working. Key 21st century skills are needed for solving public problems, including knowing how to use data and human-centered design to define problems, mastering the skills of fast field scanning in order to search quickly for solutions that are working elsewhere and understanding how to create and govern partnerships across sectors to implement changes at scale. These are the skills we are teaching to public servants in the Innovation Skills Accelerator in New Jersey.