FAANG-Standard Interview Preparation Guide: Applied Scientist (Entry Level)

FAANG companies conduct rigorous, multi-stage interview processes for Applied Scientist roles to assess research capability, machine learning fundamentals, coding proficiency, problem-solving approach, and cultural fit. For entry-level positions, the process emphasizes learning ability, foundational knowledge, and potential to grow into independent research contributions. The typical process includes an initial recruiter screen, multiple technical phone rounds covering ML theory and coding, followed by on-site interviews assessing hands-on problem-solving, applied research thinking, and alignment with company culture and research values.