The present disclosure is directed to placement of samples of a read sample offset operation in a memory sub-system. A processing device determines a shape of a valley to be subject to a read sample offset operation, where the valley corresponds to at least one programming distribution of a memory sub-system. The processing device selects a sampling rule from a set of sampling rules based on the shape of the valley. The processing device executes the read sample offset operation in accordance with the sampling rule.