I love my team. I think at TikTok it is very, very team dependent. Some teams are horrible; some are really good. Generally, people are really smart, but some teams can have horrible work cultures, such as micromanaging your time or not respecting your off days, etc. I would say it all depends on your team. If you manage to get into a good team with a good leader, even if the work is tough, it's a lot more manageable.
The pace is definitely fast, but a good team helps to make it better. My team works hard, but we also respect off days and weekends as much as we can.
Standard LeetCode questions demonstrating machine learning knowledge for data and large-scale systems, including current issues and state-of-the-art algorithms. Includes some questions about previous relevant projects.
I had a live coding round with another MLE. There were two sections: * Asked about self-attention, transformers, NER, evaluation metrics, RL, etc. * Live coding round: LeetCode Medium about creating a random sampler with uniform probability.
The HR staff were very nice. - HR screen (30 mins) - Coding and ML basics interview (1 hour) There would have been another two technical interviews and a behavioral interview. By this point, I dropped out since I received another offer. The process
Standard LeetCode questions demonstrating machine learning knowledge for data and large-scale systems, including current issues and state-of-the-art algorithms. Includes some questions about previous relevant projects.
I had a live coding round with another MLE. There were two sections: * Asked about self-attention, transformers, NER, evaluation metrics, RL, etc. * Live coding round: LeetCode Medium about creating a random sampler with uniform probability.
The HR staff were very nice. - HR screen (30 mins) - Coding and ML basics interview (1 hour) There would have been another two technical interviews and a behavioral interview. By this point, I dropped out since I received another offer. The process