AdTechTalent
Engineering2 months agoOn-site

Moloco

Staff Machine Learning Engineer (스태프 머신러닝 엔지니어)

machine learningdeep learningtensorflowpythonjavagolanggoogle cloudapache beamdataflowbigquerybigtableadtechscalable systemsnatural language processingcomputer visionrecommendation systemsranking systems

Key details

Salary

Not specified

Employment type

Full-time

Seniority

Senior

Years experience

5+

Location

Seoul, South Korea

Full job description

Moloco is seeking senior machine learning engineers with 7+ years of experience to design and build scalable machine learning systems for programmatic advertising. Candidates must have an MS or Ph.D. in Computer Science or related field, strong programming skills in Python, Java, or Golang, and experience with production-level ML applications such as NLP, computer vision, recommendation, and ranking systems. Responsibilities include designing ML models using Tensorflow, maintaining data pipelines with Google Cloud tools (Apache Beam/Dataflow, BigQuery, BigTable), developing scalable model servers, and collaborating with cross-functional teams. Preferred experience in AdTech. The position is full-time and on-site in Seoul, Korea.

What you'll do

  • Design state-of-the-art machine learning models using Tensorflow for real-world, large-scale problems
  • Construct and maintain data pipelines for model training and serving using Google cloud products such as Apache Beam/Dataflow, BigQuery, and BigTable
  • Develop highly scalable model servers on cloud platforms
  • Work with product, account, and infrastructure engineering teams to define future product roadmaps

Requirements

  • MS or Ph.D. degree in Computer Science or related technical field
  • 7+ years of software development experience in Machine Learning, Deep Learning related areas
  • Fluent with one or more programming languages including Python, Java, and Golang
  • Knowledgeable with production-level machine learning applications including Natural Language Processing, computer vision, recommendation systems, and ranking systems
  • Experience in building a highly scalable model or online service system
  • Fluent in speaking and writing English

Tech stack

TensorflowPythonJavaGolangApache BeamGoogle DataflowBigQueryBigTableGoogle Cloud

Benefits

Innovative benefits that empower employees to take care of themselves and their familiesInclusive and diverse workplace cultureFocus on employee well-being and growth

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