Data are based on institutions eligible to participate in Title IV federal financial aid programs. Certificates include only awards of less than 2 academic years below the associate's degree level. Doctoral degree programs include research doctoral degree programs only and do not include

S&E fields), 38 occupational categories (out of 39 categories), 6

zed S&E workforce. Long-term trends, international trends, and comparisons of S&E and non-S&E workers... The Science and Engineering Labor Force report uses a variety of data sources, including, but not limited to, the National Center for Science and Engineering Statistics (NCSES) Scientists

The data source is NSCG unless otherwise noted. The NSCG estimate of the number of workers in S&E occupations includes postsecondary teachers of S&E fields, and the ACS estimate excludes them. The totals for at least one degree in S&E field and highest degree in S&E field include individuals who