Senior/Staff Machine Learning Engineer - Kaohsiung
1周前
About Agoda
We bridge the world through travel.Our story began in 2005 when two lifelong friends launched Agoda to make it easier for everyone to explore the world.
+Benefits
+- Holiday properties flights experiences worldwide
- No two days are same at Agoda Data technology fuel our culture innovation. If you ready begin journey help build travel join us Get Know Team The Engineering oversees all ML software related requirements Our goal enable increase business creative approaches powerful resources operational analytical databases ML driven solutions queue systems data monitoring tools We hire brightest minds equip knowledge tools contribute personal growth success supporting company culture diversity experimentation Role engineering plays critical as business users product managers rely empower decision making We equally dedicated customers improving search experience faster results protecting fraudulent activities Data interesting only enough we have plenty drives challenge reward We work structured non-structured scale Our current models process millions images day enhance experience users app Why Agoda Engineering Team Why we focus software engineering data replication storage centralized computation data APIs By providing users ML products tools shared frameworks services enable company validate strategic decisions react fast-changing world We small passionate team people different nationalities working goal In Role get Lead team technically improving scalability stability accuracy speed efficiency existing ML systems processes Build administer scale processing pipelines Be comfortable navigating Python3 Scala Spark scripting BashPython Hadoop SQL S3 etc Understand internals models LightGBM Random Forest CNN Regression models etc Design build test deploy libraries frameworks core systems highest standards testing code quality Work experienced engineers product owners identify automate large-scale data management analysis tasks Believe end-end ownership role take build systems deliver production scale What You need Succeed Bachelor degree computer science information systems engineering related field years experience software engineering minimum years in ML Expert SQL Python Java JVM based language ie Java Scala Analytical problem-solving capabilities experience Strong driven mindset succeed role Good understanding Hadoop ecosystems Big Data architecture technologies Experience Open-source products Experience Scala development Working agile environment using methodologies Systems administration skills Linux Benefits Hybrid Model WFH Set Up Allowance Days Remote Working anywhere globally Employee discount accommodation globally Global team nationalities Offices countries Annual CSR Volunteer Time off Benevity Subscription donations Volunteering opportunities Free Headspace subscription Free Odilo Udemy subscriptions Employee Assistance Program third party personal workplace support Enhanced Parental Leave Life TPD Accident Insurance
职位描述
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