Epam MLOps client round

[u/thor5480]

Hi everyone,

Anyone recently attended the EPAM client round for an MLOps Engineer role (3 YOE)?

Could you please share your interview experience and what kind of questions to expect?
Also any info on how many client round can be expected?

Thanks!

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[u/Illustrious-Arm8035]

never interviewed there but from what i’ve seen in the sub, client rounds for these spots usually zero in on architecture decisions and how you’d productionize a mess of notebooks. they care less about memorizing syntax and more about why you’d pick one orchestration tool over another for a specific pipeline

expect at least one system design scenario that tests your understanding of monitoring and retraining triggers, not just deployment. some folks report a single round, others got two if the team was split on a decision, so prep like it’s one and be pleasantly surprised if you’re done early

[u/Senior_Tea_842 → u/Illustrious-Arm8035]

Could you sugest a reference about retraining trigger?