Machine Learning Operations Manager

Globe Telecom | Taguig, Metro Manila | PH

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Job DescriptionThe Machine Learning Operations Manager role is all about leading and managing the deployment, management, maintenance and optimization of machine learning models in production environments. Duties And ResponsibilitiesTeam Leadership - provide mentorship, guidance and support to team members

Strategic Planning - develop and execute MLOps strategy aligned with Globes 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 - 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 practicesQualificationsAt least 2 years experience in Machine Learning, DevOps or Infrastructure and Software DevelopmentExperience in leading a team

Educational Attainment: BS Computer Science Computer Engineering, Data Science, IT; Masters degree in similar field preferred

Equal Opportunity EmployerGlobes hiring process promotes equal opportunity to applicants, Any form of discrimination is not tolerated throughout the entire employee lifecycle, including the hiring process such as in posting vacancies, selecting, and interviewing applicants.Globes Diversity, Equity and Inclusion Policy Commitment can be accessed here

Make Your Passion Part of Your Profession. Attracting the best and brightest Talents is pivotal to our success. If you are ready to share our purpose of Creating a Globe of Good, explore opportunities with us.Seniority level

Seniority level

Mid-Senior level

Employment type

Full-time

Job function

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