	Simpson was born and raised in East Craftsbury, Vermont. He attended Amherst College, and graduated from Columbia Law School in 1873. He was formerly a law clerk at the old-line firm Alexander & Green. Along with his fellow former clerks Thomas Thacher and William M. Barnum, they organized their new law firm on January 1, 1884.