AI Inference Costs as a Fourth Component of Engineering Compensation

As AI inference costs become a significant portion of total employee compensation (21% for a $375k engineer), companies are beginning to evaluate and optimize these expenses. The author demonstrates how migrating from commercial AI services ($100k annually) to open-source models can reduce costs by 88% while maintaining performance, raising the question of whether future compensation will be directly tied to inference token consumption.