Gigantic Annotation Pipeline - Machine Learning Engineer Scale Employee Review

2.0
Jun 25, 2025
Recommend
CEO approval
Business Outlook

Pros

Work with frontier labs Fast growing environment Potential fast career growth

Cons

Possible shipwreck due to Meta’s acquisition

Explore other reviews about Scale

5.0
Jul 13, 2026
Recommend
CEO approval
Business Outlook

Pros

- Lot of flexibility as you get a say in how much core platform vs. customer-specific work you want to take up - Exciting growth avenues being pursued by organization in both enterprise and public sectors - Heavy emphasis on internal tooling being built that augments developer experience and pace of client delivery

Cons

- Sometimes, the team moves at a rapid pace at expense of sustainability/maintainability for short-term wins. - Lots of internal tooling being built are prematurely deployed for developers, and a lot of time goes into back-and-forth for gains that will only be visible in a large lookahead.

5.0
Jul 13, 2026
Recommend
CEO approval
Business Outlook

Pros

- High ownership - Able to make change quickly

Cons

- Lack of CI/CD maturity can be annoying at times - Not always clear what to build (highly ambiguous domain)

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