OfferOnsite

Meta Machine Learning Engineer interview with a conversational-assistant design and declined offer

MetaMachine Learning Engineer · Onsite · Jul 2026

The process dragged on longer than I expected. It felt drawn out from the early weeks onward. I went through screenings on core ML knowledge, including attention and its variants, before later stages shifted into more high-pressure technical work. Onsite day was intense and tightly structured. In the system-design round, I had to build a conversational assistant and include safety measures. That…

Shared by a candidate · reported Jul 2026. Interview formats change; use it as a guide, not a script.