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Globe Telecom · 3 months ago

Model Ops Manager

14F The Globe Tower

Full-time

Onsite

Senior Level

Globe Telecom is focused on creating a positive impact for its people and the nation. The MLOps Manager will lead the deployment and optimization of machine learning models, providing mentorship to the team and collaborating with stakeholders to enhance operational efficiency.

InternetMobileTelecommunications

Comp. & Benefits

Responsibilities

Team Leadership - provide mentorship, guidance and support to team members

Strategic Planning - develop and execute MLOps strategy aligned with Globe’s objectives

Model Deployment and Management - oversee the deployment of Machine Learning models into production and ensures reliability, scalability and performance. Optimize the models to make it cost effective

Infrastructure knowledge - evaluate and select appropriate infrastructure, tools and technologies to support end-to-end machine learning lifecycle

Automation and Orchestration - develop or oversee the development of pipelines for model inference and retraining

Collaboration - collaborate with data scientists, data engineers, insighters and other stakeholders to identify improvements in the models

Model Governance - guides the implementation of alerting system or dashboards for tracking the health, performance and reliability of models in production and ensures compliance with regulations, privacy policies and standards

Continuous Improvement - drive continuous improvement initiatives for the enhancement of deployed models and MLOps practices

Qualification

MLOpsMachine LearningCloud PlatformsCI/CD PipelinesContainerization DockerContainerization KubernetesProgramming PythonProgramming RProgramming JavaStakeholder ManagementProject ManagementStrategic ThinkingProblem-SolvingCommunication Skills