1.Last Name, First Name

2.E-mail Address

3.How many years of professional data management experience do you have (e.g., data architecture, data governance, data integration, data quality, or data platform operations)?

Less than 1 year

1 year to 4 years

5+ years

4.How many years of investment data modeling experience do you have (conceptual and/or logical)?

Less than 1 year

1 year to 4 years

5+ years

5.Do you hold any investment data related certifications?

YES

NO