For how many years have you been writing code and/or programming?

For how many years have you used machine learning methods?

Have you ever published any academic research (papers, preprints, conference proceedings, etc)?

Select the title most similar to your current role (or most recent title if retired)

Select any activities that make up an important part of your role at work: (Select all that apply)

Approximately how much money have you spent on machine learning and/or cloud computing services at home or at work in the past 5 years (approximate $USD)?

Approximately how many times have you used a TPU (tensor processing unit)?

What is the size of the company where you are employed?

Approximately how many individuals are responsible for data science workloads at your place of business?