Seeking to understand the most difficult aspects of in-house ML roles

We are helping businesses better understand the struggles and pain points of the modern ML team. This survey takes an average of 4 minutes.

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* 1. What is your title?

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* 2. Do you manage a team?

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* 3. Do any of the following represent a problem in your organization?

  No issues Minor frustration Significant frustration Major headache Business critical issues
Gather Unlabeled data
Gather Labeled Training Data
Managing your data warehouse/pipeline
Building/training models
Using models in production
Updating models with new data
Machine learning project management

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* 4. What are the most pressing technology problems facing ML efforts in your company? The more specific the better.

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* 5. Where do you source labeled training data?

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* 6. What is the most difficult/frustrating aspect of sourcing labeled training data?

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* 7. Are you investigating or using third-party services to help with sourced labeling?

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* 8. If yes, what are you investigating or using? If no, why not?

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* 9. How do you see Machine 
learning changing at your organization?

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* 10. We are interested in building products to help you in this space! If you would be interested in a follow-up conversation, please leave your email or phone number below.

0 of 10 answered
 

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