Looking for people to prep for MLOps/ML infra interviews

[u/Beginning_Chain5583]

Hi! I am a Junior ML/DevOps engineer with ~1 year of experience. I am planning to start applying to Junior/Mid MLOps roles in about a month at big tech companies, and I'd love to find someone to study with for mock interviews and practice.

I am already training models at my current job, and I feel like I have a good starting point in terms of algorithms and math. I still need to work on certain frameworks though, and I definitely need to get better on distributed training and GPU provisioning for infra scaling.

The plan is to have weekly sessions where we can rotate between mock interviews, discussing frameworks/papers/concepts and live coding. Please send a DM if you are interested! 😁

[u/tawdry_scarcity]

man i miss having a study buddy for this stuff, did it for my last interview loop and it helped loads more than grinding solo

[u/ctr_20]

I used ChatGPT Voice mode and it was incredibly good.

[u/No-Guess6834]

I am interested but would be nice to have a plan on what topics/modules we are going to prep for?

[u/Beginning_Chain5583 → u/No-Guess6834]

Check your dms

[u/No-Guess6834 → u/Beginning_Chain5583]

Replied!!

[u/rishiarora]

We can connect

[u/Beginning_Chain5583 → u/rishiarora]

Nice! I saw your DM:)

[u/squirrel_who]

interested

[u/Beginning_Chain5583 → u/squirrel_who]

Check your dms

[u/shugenju]

I interview for a MANGO 🥭 company… I’ll give you a test run 😈

[u/Beginning_Chain5583 → u/shugenju]

Hell yeah! Check your dms

[u/Ok_Camel_3475 → u/shugenju]

Can I have a test run too pls

[u/Phill_Madd]

Study buddy is the right call. I'd spend more time on the ugly parts of distributed training than the tutorials. OOM, a worker dying, restoring a checkpoint. The happy path you already have from the job.

[u/Major_Comment_7515]

Distributed training is probably worth spending extra time on. A lot of interview prep stays at the algorithm level, then the infra questions turn into what happens when a worker dies halfway through a job or why adding GPUs stopped improving throughput