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[D] What are your duties as a Machine Learning Engineer? (alien.top)

submitted 1 year ago by Judessaa@alien.top to c/machinelearning@academy.garden

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Please elaborate on this.

Including your role at the company, your day to day tasks, tools and languages you’re using.

Thank you in advance!

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[–] spherical_projection@alien.top 1 points 1 year ago (2 children)

We are small company so I do a huge range of stuff.

New product dev from data collection through to model in production.
Improving our internal annotation tools
Automating workflows and pipelines.
Database wrangling, APIs and UI
Managing the other ML engineers
Business development
Stop CEO promising clients that AI can solve everything.

Tools:

IDE: JetBrains suite / VS 2022 / VS Code Languages: C# and Python Frameworks: .NET 7, PyTorch, ONNX. Backend: ASP.NET Core for the heavy stuff or production, else Flask Front end : Blazor WASM and occasionally Blazor server. Deployment: Local server or Azure cloud. Collaboration: Microsoft Teams and Microsoft Loop

[–] noobvorld@alien.top 1 points 1 year ago (1 children)

Bro, teach me how you do that last one. My CEO (and alas, CTO is even worse) will "find a way" to solve every damn thing (including world hunger) with our products and then expect us to build it in a week.

[–] spherical_projection@alien.top 1 points 1 year ago

🤣

Seriously though two things have cut through:

“it’s better to under-promise and over-deliver”
“maybe it will work, but we absolutely have to do a validation study first”