AdTechTalent
Engineering2 months agoOn-site

Moloco

Machine Learning Engineer II (머신러닝 엔지니어 II)

machine learningdeep learningtensorflowpythonjavagolanggoogle cloudapache beamdataflowbigquerybigtablescalable systemsrecommendation systemsnatural language processingcomputer visionprogrammatic advertising

Key details

Salary

Not specified

Employment type

Full-time

Seniority

Mid-level

Years experience

3-5

Location

Seoul, South Korea

Full job description

Moloco is hiring mid-level Machine Learning Engineers to build scalable machine learning systems for programmatic advertising. Candidates should have 2+ years experience in ML/Deep Learning software development, proficiency in Python, Java, or Golang, and experience with production ML applications such as NLP, computer vision, recommendation, or ranking systems. Responsibilities include designing ML models with Tensorflow, maintaining data pipelines using Google Cloud tools (Apache Beam/Dataflow, BigQuery, BigTable), developing scalable model servers, and collaborating with cross-functional teams on product roadmaps. Preferred candidates hold an MS or Ph.D. in Computer Science or related fields. The role 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

  • 2+ 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
  • MS or Ph.D. degree in Computer Science or related technical field (preferred)

Tech stack

TensorflowPythonJavaGolangGoogle CloudApache BeamDataflowBigQueryBigTable

Benefits

Innovative benefits that empower employees to take care of themselves and their familiesInclusive and diverse work environmentFocus on employee well-being

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