As data scientists, ML engineers and others with a stake in the future of the field, you know that getting models from research to production is hard. Any insight from peers helps, especially early in a career or machine learning initiative.

With that in mind, we’re asking you to share your perspective in this short survey on the state of MLOps, ML teams and the exciting but at-times confusing and crowded ML infrastructure space.

To thank you for your time (we know it’s valuable), the first 35 survey respondents will receive a $25 Amazon gift card. Everyone will get a copy of the survey results before the report is released to the general public, gaining insights on everything from prevailing model types by industry to ideas for better tackling bias or team effectiveness.

*This survey is commissioned by Arize AI, an ML observability platform that tracks billions of ML predictions on behalf of Fortune 500 companies and disruptive startups.

TAKE THE SURVEY