May 25, 2022, 4:32 p.m. | /u/htahir1

Machine Learning www.reddit.com

Hello r/MachineLearning!

Some here might remember we open-sourced [ZenML](https://zenml.io), a year or so ago, and started building [it out in the open](https://zenml.substack.com/p/building-a-mlops-startup-in-public?s=r). Today, we're re-launching it to the world, with a brand-new look, and a sharper focus.

We've spoken to hundreds of ML teams in the last year, and here is what we've found:

🐘 Getting ML into production reliably is still hard today. It takes too long, is too complicated, and not enough people know how to do it. …

machinelearning mlops pipelines production vendor

Data Architect

@ University of Texas at Austin | Austin, TX

Data ETL Engineer

@ University of Texas at Austin | Austin, TX

Lead GNSS Data Scientist

@ Lurra Systems | Melbourne

Senior Machine Learning Engineer (MLOps)

@ Promaton | Remote, Europe

Social Insights & Data Analyst (Freelance)

@ Media.Monks | Jakarta

Cloud Data Engineer

@ Arkatechture | Portland, ME, USA