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    Machine Learning Operations Expert - Mission, United States - Globe Telecom

    Globe Telecom
    Globe Telecom Mission, United States

    2 weeks ago

    Default job background
    Description
    Machine Learning Operations Expert page is loaded

    Machine Learning Operations Expert

    Apply

    locations

    14F The Globe Tower

    time type

    Full time

    posted on

    Posted 2 Days Ago

    job requisition id

    R

    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

    Responsible for designing, implementing and maintaining the infrastructure, processes and tools necessary to deploy, monitor and manage machine learning model to production environment


    JOB RESPO:
    Model Deployment

    Creation of scripts and use of tools to deploy machine learning models into production
    Ensure the efficient, reproducible and scalable deployment process
    Implement automation scripts and tools related to deployment (CI/CD)

    Model Scoring and whitelist creation

    Ensure timeline and accurate scoring of all use cases assigned to him/her
    Ensure that accurate whitelists are provided to business partners

    Model Monitoring and Evaluation

    Develop monitoring solutions to track the performance of the deployed models
    Implement logging to capture relevant information for bug and issue analysis


    Scalability and Efficiency:
    Optimize infrastructure and processes to ensure scalability and models can handle different workloads and data volume
    Implement strategies for proper utilization of resources
    ModelGovernance

    Implement model versioning, tracking and governance
    Ensure compliance with relevant regulations and standards
    Troubleshooting and Issue Resolution

    Test and resolve issues related to model scoring, performance, infrastructure and data
    Implement efficient debugging practices to identify and address problems quickly

    REQUIREMENTS:
    At least 1 year experience in Machine Learning, DevOps or Infrastructure and Software Development
    Experience in leading a team

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

    About Us

    Globe Telecom, Inc. (Globe) is the leading Telecommunications company in the Philippines and the purveyor of the Filipino digital lifestyle.

    We provide cellular, broadband and mobile data services by focusing on enriching our content offerings amid customers' growing preference for multimedia platforms across multiple screens and devices.

    We want to enrich lives through communications by simplifying technology, so that we bring customers closer to what matters most.

    Globe was also recognized as one of the Top companies to work for in Asia by Asia Corporate Excellence & Sustainability (ACES) Awards and Best Employer in the Telco category by Stevie's New York.

    Our principal shareholders are Ayala Corp. and Singtel, both industry leaders in their respective countries and in the region. We are also a member of Bridge Alliance, Asia Pacific's leading mobile alliance of 36 mobile carriers.
    Purpose
    In everything we do, we treat people right to create a Globe of Good.
    Vision
    We see a Philippines where families' dreams come true, businesses flourish, and the nation is admired.
    Mission
    We create wonderful experiences for people to have choices, overcome challenges, and discover new ways to enjoy life.

    #J-18808-Ljbffr
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