Any data Scientist ever been expected to build models and deploy them? Im wondering how my consultancy will handle this.

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All the time. The infrastructure is often already ready for me on larger projects. Occasionally, I'll have to set it all up myself, but those are more just prototypes/MVPs.

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I worked for a mid size company with the only DS in the company. I built DS product and had to deploy them as well

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Yeah I did in consulting. Deployed both managed services and on-prem stuff for clients. I liked the managed service route where we control everything. Much easier when you control everything.

Nah. I just don't like having to plan for getting through opaque client acceptance reviews. You can get in turf wars with some of that stuff.

Yes.. and i didnt have the enough knowledge to deploy it to GCP.. had to do the cert

Most data science teams doing real work have to deploy into production. It does require properly staffing and building stronger IT relationships than simply getting data and environment set up.

What do you all use for model deployment?

Absolutely, all the time. End to end across our team.

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