Gigantic Annotation Pipeline - Machine Learning Engineer Scale Employee Review

2.0
25 June 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
25 June 2026
Recommend
CEO approval
Business outlook

Pros

- Great people and strong team culture - Interesting projects and products to work on - Retains a startup energy while becoming more structured and stable

Cons

A lot happening at once; can feel overwhelming to prioritize with so many moving parts

4.0
6 Apr 2026
Recommend
CEO approval
Business outlook

Pros

- It’s rewarding to see our work directly affecting both commercial and government sectors. The reach of our technology is real and immediate. - Despite the pace, there is a strong sense of teamwork. People are willing to jump in and solve problems together. - Because the organization is still maturing, there are opportunities to build systems from the ground up. If you enjoy "interesting" work that involves creating a solid foundation rather than just maintaining one, this is the place to be.

Cons

- We are still a relatively immature organization in terms of processes. We are very much "getting our feet under us," which can lead to some internal questioning. - Decisions are made very quickly. While agility is a strength, there are times when we move a little too fast, potentially overlooking long-term scalability for short-term wins.

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