Staff, Machine Learning Engineer Coupang Play

Singapore - Singapore

Monthly Salary: Not Disclosed

Posted on: Yesterday

Vacancies: 1 Vacancy

Job Summary

About Coupang Play

Coupang Play is an OTT video streaming service. We offer a wide range of content including Original Series TV Shows Movies and Sports.

We are in the business of delivering exceptional storytelling. We produce award-winning scripted and unscripted Original Series such as BoyhoodAnnaand SNL Korea.We believe Sports can also be elevated by creative storytelling. Play is now an authoritative destination for Sports broadcasting K-League La Liga Bundesliga F1 NFL and other leading leagues and tournaments. We also offer some of the latest movies that were just released in local theaters bringing more exceptional storytelling to our customers.

To ensure that we deliver all content seamlessly we invest in Engineering Product and Design. Coupang Play is available on all mobile devices tablets PC Smart TV Apple TV and Android TV. Our teams keep optimizing how customers discover and stream both VOD and Live content. That includes investments in frontend backend and infrastructural developments. We also embrace Machine Learning to refine our CX.

We are still very early in our growth stage. If you enjoy solving complex problems using industry-leading technology or unconventional business approaches please join us. We are building a world-class team of problem-solvers all dedicated to delivering exceptional storytelling to our customers.

Role Overview

AsaStaffMachineLearning(ML)EngineeratCoupangPlayyouwillworkonourlargeandincreasingcatalogofcontentincludingstreamingvideoon-demandtitlesliveeventsaswellastransactionalvideoon-demandtitles.YouwillminelargeamountofplaybackdatatogaininsightsfromOTTsubscriberbehavior;createdatajobstogeneratemachinelearningfeatures;buildtrainandimproveneworexistingmodels;participateinbuildingtheframeworkusedforcontentsrecommendationsandpersonalizationbyleveragingallavailabledatasourcesmachinelearningtools andothertechnicalplatforms.YouwillworkcloselywithourProductand Engineeringteamstobuildourrecommendationandpersonalizationsystems.

What You Will Do

Build next generation content recommendation and ad personalization systems for Coupang Play
Develop data requirements and coordinate with relevant engineering and business teams to setup data collection as well as to validate data
Develop necessary features for models using the collected data and train relevant models using scientific tools and coding
Integrate model inference implementations into our production systems
Setup necessary testing requirements for the models in production including A/B testing and analyze results to gather insights about model performance

Basic Qualifications

Bachelors degree in computer scienceElectricalEngineeringStatisticsMathematicsorrelatedfield
7yearsofexperienceinbuildingMLproductswithatleast2yearsofexperienceincontentrecommendationoradpersonalizationdomain
Experiencebuildinganddeployinglarge-scalerecommendationandpersonalizationsystemsinproduction
ProficiencyinPythonandatleastonedeeplearningframework()
Strongstatisticalbackgroundinexperimentationandmodeling
Deep product sense self-starter and ability to drive critical projects in fast-paced environment
Excellent communication skills in English and a collaborative mindset

Preferred Qualifications

MSorPhDindegreeinComputerScienceElectricalEngineeringStatisticsMathematicsorrelatedfield
Excellentsoftwareengineeringskillswithaprovenrecordofhighqualityproductdelivery
Experienceintrainingevaluatingfine-tuning anddeployingmodels()inproduction
ExperiencewithAWSorothercloudsystemandfamiliaritywithusingGPUs

Recruitment Process and Others

Recruitment Process

Application Review - 1st Interview - 2nd Tech Interview - Leadership interview Offer

The exact nature of the recruitment process may vary according to the specific job and may be changed due to scheduling or other circumstances.

Interview schedules and the results will be informed to the applicant via the e-mail address submitted at the application stage.

Details to Consider

This job posting may be closed prior to the stated end date for application if all openings are filled.

Coupang has the right to rescind an offer of employment if a candidate is found to have submitted false information as part of the application process.

Those eligible for employment protection (recipients of veterans benefits the disabled etc.) may receive preferential treatment for employment in accordance with applicable laws.

Job titles and responsibilities may be subject to change depending on the candidates overall experience etc. This will be communicated to the candidate at the appropriate time before the offer.

Hiring may be restricted in case the legal qualifications required for hiring and work performance is not met.

Privacy Notice

Your personal information will be collected and managed by Coupang as stated in the Application Privacy Notice located below.

About Coupang PlayCoupang Play is an OTT video streaming service. We offer a wide range of content including Original Series TV Shows Movies and Sports.We are in the business of delivering exceptional storytelling. We produce award-winning scripted and unscripted Original Series such as BoyhoodAnnaa...