Exactly what I wanted for my career, but there is work to do. - Anonymous employee Scale Employee Review

5.0
Jun 18, 2020
Anonymous employee
Recommend
CEO approval
Business Outlook

Pros

When I was evaluating where I could go next, I wanted to find an opportunity that would push me technically and professionally, where people worked as hard as I did, and I could grow fast and see what fast looked like. Well, I've been at Scale for about 6 months now, and it's pretty much exactly what I was expecting, and I don't have regrets. I've found my co-workers to be some of the smartest and kindest people I know, and I have indeed been growing fast and getting more and more responsibility. I find the work really interesting, we truly already have a dream list of customers we're working with on a daily basis and I feel like we're just getting started. I think we're really on to something here from a technology and business perspective. We're solving the hard problems, and sure enough, it's hard. I've found Scale to be more or less responsive to feedback with meaningful changes implemented already since I've joined.

Cons

As you're reading these reviews on Glassdoor, you see a big divide - It's essentially the scale business (revenue and engineering) giving great reviews, while the "supply" side overseeing labeling quality and throughput is voicing their experience with a lack of work-life balance and support. When I joined Scale, this was indeed a reality and in some ways, still very much is. I acknowledge I'm in the camp of Scale's salaried employees personally. That said, I do think the people running these teams now have really taken the time to understand those past experiences of what being a contract employee at Scale was like and make meaningful improvements. The entire company is intimately aware of these issues and is working on ways to improve balance, provide meaningful advancement opportunities, and ensure compensation is fair. There's still A LOT to address, but I do think we're on the right path. I am married and strive to have some semblance of a work-life balance. That said, I love to work, I love the hustle mentality, and I think it is what has brought a lot of success to Scale. We do what seems impossible to deliver on a regular basis. My previous employer had a lot of complacency and wasn't really going anywhere, I didn't want that for my next opportunity. Moving past the supply side, the cons of going fast is that a lot of the "basics" in terms of processes and systems one would expect to be in place at a billion-dollar company are simply not there yet. For better and for worse, it's a very green field of opportunity. I love it, but it sure as heck is not for everyone.

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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.

4.0
Jul 20, 2026
Recommend
CEO approval
Business Outlook

Pros

- work with top tier clients across AI research - fast paced projects with insane amount of autonomy from day 1 - really solid pay for non-technical role - in-office/remote flexibility - nice office - accessible leadership - ability to pivot to new stuff if you do well - strong network with alumni all over AI - friendly folks - tech atmosphere with high degree of flexibility

Cons

- long hours but you start late and can wfh - weekends - not very structured and constantly changinf

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