Determining the vibrational structure of a molecule is central to fundamental applications in several areas, from atmospheric science to catalysis, fuel combustion modelling, biochemical imaging, and astrochemistry. However, when significant anharmonicity and mode coupling are present, the problem is classically intractable for a molecule of just a few atoms. Here, we outline a set of quantum algorithmic methods for solving the molecular vibrational structure problem for both near-and long-term quantum computers. There are previously unaddressed characteristics of this problem which require approaches distinct from the commonly studied quantum simulation of electronic structure: many eigenstates are often desired, states of interest are often far from the ground state (requiring methods for "zooming in" to some energy window), and transition amplitudes with respect to a non-unitary Hermitian operator must be calculated. We address these hurdles and consider problem instances of four vibrational Hamiltonians. Finally and most importantly, we give analytical and numerical results which strongly suggest that vibrational structure problems will achieve quantum advantage before electronic structure problems.