Machine Learning Operations Manager

3 days ago

F The Globe Tower, Philippines Globe Telecom Full time

At Globe, our goal is to create a wonderful world for our people, business, and nation. By uniting people of passion who believe they can make a difference, we are confident that we can achieve this goal.

Job Description The Machine Learning Operations Manager role is all about leading and managing the deployment, management, maintenance and optimization of machine learning models in production environments. They are also responsible for providing guidance and mentorship to the MLOps team members in order to aid in their capability development. The MLOps Manager will also be at the forefront of collaborating with the relevant stakeholders.

DUTIES AND RESPONSIBILITIES:

The responsibilities of this position will include but will not be limited to the following:

  • 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

KPIs:

  • Model Ops efficiency

  • Model Performance

  • Business realization

  • Cost optimization for model scoring

  • Turnaround time in problem resolution 

TOP 3-5 DELIVERABLES:

  • MLOps strategy

  • Model Deployment Process

  • Automated Workflows or Pipelines

  • Monitoring system or dashboards

  • Team development and improvement

QUALIFICATIONS:

Work Experience

  • Experience in machine learning, data science, or software engineering roles.

  • Experience in MLOps, DevOps, or similar roles, with a focus on model deployment and operationalization.

  • Experience with cloud platforms (AWS, Azure, Google Cloud) and containerization technologies (Docker, Kubernetes).

  • Proven track record of managing projects and leading teams.

Level of Knowledge

  • Proficiency in programming languages such as Python, R, or Java.

  • Strong understanding of CI/CD pipelines, version control (e.g., Git), and infrastructure as code (IaC).

  • Deep knowledge on data privacy regulations and best practices in model governance and security.

  • Knowledgeable on new and emerging technologies relevant to the MLOps domain

Education

  • Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or a related field.

SKILLS:

Soft:

  • Project Management

  • Strategic Thinking & Planning

  • Problem-Solving & Analytical Thinking

  • Excellent Communication & Interpersonal Skills

  • Stakeholder Management & Collaboration

Hard:

  • Machine Learning & Data Science Principles

  • DevOps & Software Engineering

  • Cloud Platforms

  • Infrastructure & Automation Tools

  • Monitoring Tools & MLOps Frameworks

Equal Opportunity Employer
Globe's 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.

Globe's 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.

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