Company Description

Traveloka is a technology company based in Jakarta, Indonesia. Founded in 2012 by ex-Silicon Valley engineers and aims to revolutionize human mobility with technology. Today Traveloka is expanding its reach by operating in 8 countries and experimenting with new endeavors that will create large impact in the markets and industries we touch.

Main Responsibilities

  • Build, scale and evolve our recommendation and ranking services.
  • Given a business problem and requirements from business stakeholders, identify objective functions and ML algorithms that should be used.
  • Understand the trade-offs of different modelling choices and have a point of view on the trade-offs. Communicate the choices to stakeholders and be able to support your point of view.
  • Implement and deploy ML models in collaboration with the engineering team.
  • Monitor and perform analytics on deployed models in order to evaluate model drift and assess when the model should be retrained.
  • Communicate with stakeholders within the data team and the business team and bridge those requirements with the engineering team
  • Share knowledge by mentoring, pairing, and collaborating with other other data scientist, analysts and engineers

 Requirements 

  • Strong technical background, preferably from statistics, computer science, mathematics, or other quantitative backgrounds
  • Minimum 2 years of experience in the same fields
  • Experience in deploying machine learning models to production
  • Strong programming ability, preferably in Python
  • Proficiency with git, CI/CD, and deployment automation
  • Good knowledge of SQL, NoSQL and databases
  • Experience with Google Cloud Platform is a benefit
  • Experience in deploying machine learning models related with marketing context is a benefit
  • Experience in recommender and ranking system is a plus

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