Production Engineer - Applied Machine Learning
ByteDance
San Jose
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Responsibility","Logical thinking","Cross-functional collaboration","Fault diagnosis","Performance analysis"]Support and advance an applied machine learning (AML) platform by managing production training, inference, and storage systems. Own reliability practices including SLO/SLA, observability, alerting, on-call, fault diagnosis, auto-healing, disaster recovery, and incident reviews. Improve engineering excellence with CI/CD, canary releases, auto-rollback, pre-flight checks, capacity forecasting, and elastic scaling, while governing GPU/CPU/storage/network resources and costs.
