2. Demographic Information of Non-academic Chemist Participants.

Stage	Pseudonym	Gender	Race/Ethnicity	Highest Degree	Post-Doc Experience	Job Sector	Job Title	Specialization
Early (1–5 yrs)	Lucas	Man	White or Caucasian	PhD	Yes	Industry	Applications Scientist & Product Manager	Physical
	Simon	Man	White or Caucasian	PhD	Yes	Industry	Field Sales Representative	Physical
	Priya	Woman	Asian or Pacific Islander	PhD	No	Industry	Associate Research Scientist	Biochemistry
	Elena	Woman	Hispanic or Latino	PhD	No	Government	Chemist	Analytical
	Aaron	Man	White or Caucasian	Master’s	No	Industry	Machine Learning Software Engineer	Physical
Late (>10 Yrs)	Dominic	Man	White or Caucasian	PhD	Yes	Industry	Senior Scientist & Product Manager	Analytical
	Elisa	Woman	Hispanic or Latino	Bachelor’s	No	Industry	Scientist	N/A
	Rachel	Woman	White or Caucasian	PhD	No	Government	Lead Programming Engineer	Physical
	Toby	Man	White or Caucasian	PhD	No	Industry	Field Service Engineer	Bioinorganic
	Carmen	Woman	Hispanic or Latino	Master’s	No	Industry	Senior Lab Analyst and Chemical Hygiene Officer	Medicinal and Pharmaceutical