TripleLift
Data Scientist
New York, US•2 months ago
$90K – $120K
data sciencemachine learningpython
Engineering2 months agoOn-site
Moloco
Senior Machine Learning Engineer (시니어 머신러닝 엔지니어)
machine learningdeep learningtensorflowpythonjavagolanggoogle cloudapache beambigquerybigtableadtechscalable systemsprogrammatic advertising
Key details
Salary
Not specified
Employment type
Full-time
Seniority
Senior
Years experience
5+
Location
Seoul, South Korea
Full job description
Moloco is hiring senior machine learning engineers to build state-of-the-art machine learning systems powering their programmatic advertising engine. Candidates should have an MS or Ph.D. in Computer Science or related field, 4+ years of experience in machine learning and deep learning software development, proficiency 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 with TensorFlow, building and maintaining data pipelines using Google Cloud products (Apache Beam/Dataflow, BigQuery, BigTable), developing scalable model servers, and collaborating with cross-functional teams on product roadmaps. The role is full-time, on-site in Seoul, Korea. English fluency is required. Experience in AdTech is preferred but not mandatory.
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
- 4+ 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 Cloud DataflowBigQueryBigTable
Benefits
Innovative benefits that empower employees to take care of themselves and their familiesInclusive culture promoting humility, growth mindset, creating real value, and teamwork
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