Tag: job-description

Process expertise beats deep technical knowledge when hiring AI Operations Managers. Fortune reports almost all generative AI pilots fail to scale to production, and that is an operations problem, not a technology problem. Most companies get this backwards, prioritizing ML engineer skills over operational wisdom.

Best AI consultants are translators and educators who bridge technical complexity with business reality. Only 13% of AI projects ever reach production, mostly from communication failures. Even JPMorgan, whose COIN system saves 360,000 hours annually, needed consultants who could explain AI value to leadership.