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.

Location

14F The Globe Tower

Job Overview
Job Posted:
5 months ago
Job Expires:
Job Type
Full Time

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