📦문화와 위상

MLOps inherits two contrasting cultures. Machine learning has celebrated benchmark breakthroughs and research papers; operations culture prizes reliability, boring automation and lessons learned from failure. The job exists partly to make those cultures work together.

Because the title is new, its public image is still vague. Inside technology companies, however, MLOps engineers are increasingly the people asked whether an impressive demo can survive real data, real costs and a real incident.