Machine Learning Manager

6 days ago

Manila, National Capital Region, 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 Driving and delivering AI/Machine Learning R&D use cases that will benefit the business.

Should be able to bring to the table best practices in techniques, solutions, infrastructure/architectural requirements in order to operationalize AI/ML use cases. Will have to collaborate with a highly technical and agile pool of data scientists (i.e. advanced analytics modelers, data engineers, insighters, platform specialists, etc.) for execution, as well as be able to articulate the value of the outputs with business users, in a language that they can understand. DUTIES AND RESPONSIBILITIES: End to end lifecycle of Test & Learn Models - from dev to deployment-ready artifacts (BAU will be turned over to ML Ops team) Design and develop frameworks, standards and guidelines for model development, deployment, and monitoring Refactor or wrap data scientists' code in an optimized/automated manner (production-ready) Refactor or wrap data scientists' code to be served via API, web service (e.g. Flask) Integrate model scores to Globe systems Evaluate new tools and technologies that may improve the model development, deployment and monitoring Code Review Coach mid-level and junior engineers REQUIREMENTS: Minimum of three (3) years experience in AI/ML engineering Minimum of two (2) years' experience in SQL, ML Architecture Passionate about Machine Learning, Big Data and its emerging technologies Experience in API development is a must Code review and code refactoring Experience in ML ArchitecturE Knowledge on both structured and unstructured data Familiarity with

Big Data technologies (Cloudera, Hadoop, AWS) Must possess core competencies, or understanding and relevant experience in: Adept in Pythonic scripting, shell scripting (R programming is a plus) Database knowledge NoSQL Familiar with most of the following disciplines--Automation, Data Science/Machine Learning/API Architecture, Agile SDLC, DevOps Bachelor's Degree in Computer Science/Engineering 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. 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.

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