This perspective explores the transformative potential of atomic layer deposition (ALD) in fabricating high-performance tin dioxide (SnO2) electron transport layers (ETLs) for perovskite solar cells (PSCs). ALD ensures conformal coatings with atomic-scale precision, reducing surface roughness and recombination sites while enhancing the structural and electronic properties of complementary SnO2 layers. Furthermore, ALD's capacity to optimize energy-level alignment and foster high-quality perovskite crystallization improves charge transport, reduces trap-assisted recombination, and enhances device performance. Despite the advantages of ALD, most high-performance ALD SnO2-based PSCs are combined with sol–gel deposition of SnO2, chemical bath deposition of SnO2, or nanoparticle SnO2 (np-SnO2), commonly referred to as bilayer ETLs. Bilayer ETLs address key challenges, including surface uniformity, defect mitigation, and energy alignment, which significantly impact PSC efficiency and stability. This perspective highlights the recent advances in ALD SnO2/solution-processed SnO2 (SP-SnO2) bilayer ETLs in PSCs and explores the mechanisms for the superior photovoltaic performance of these bilayer approaches compared to single-layer ALD SnO2. The perspective also identifies remaining challenges, including interface defects and scalability issues, and explores solutions like in situ passivation and interfacial engineering.