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MLOps Engineer (SRE) at Metova. A leading company in Mexico specializing in accounting software is looking for a highly skilled MLOps Engineer (SRE) to join the team.. REQUIREMENTS. :. . 4+ years of experience as an SRE, DevOps, or Platform Engineer with ML projects.. . Fluent technical English.. . Experience with orchestrators such as Airflow, Kubeflow, or experiment tracking tools (MLflow, Weights & Biases).. . Experience in high-transaction environments such as banking, accounting, payroll, or logistics. (Nice to Have).. . KNOWLEDGE AND SKILLS:. . Knowledge of model monitoring frameworks such as Evidently, Arize AI, WhyLabs, or similar.. . Proficiency in Prometheus, Grafana, ELK/EFK, OpenTelemetry, or Datadog.. . Proficiency in Kubernetes, Docker, Helm, and infrastructure automation tools (Terraform, Pulumi). . . Solid fundamentals in CI/CD for ML pipelines (testing, validation, rollback).. . RESPONSABILITIES:. . Design and operate observability solutions for ML models in production (monitoring, alerts, traceability). . . Develop dashboards and metrics to evaluate model performance, cost, and stability. . . Implement structured logging, drift monitoring, data quality, and inference error tools. . . Collaborate with data science and product teams to detect and mitigate incidents related to models in production. . .  Apply SRE practices such as chaos engineering, stress testing, staging testing, and continuous integration.. . Company Location: Mexico.