포지션 상세
We seek an exceptional machine learning engineering Manager to join Moloco’s Streaming Monetization (MSM) team working on our Streaming & OTT platform, the first ML-driven monetization platform that allows leading streaming media and OTT companies to leverage the same state-of-the-art technology stack that Moloco uses to drive our own ML-powered performance ads business. Moloco's programmatic advertising engine is powered by custom deep neural network models that handle 1M+ QPS at 7 ms prediction latencies.
Moloco is an engineering company founded by software engineers, and machine learning is the core of Moloco's engineering systems. We understand the value of a strong engineering team and strive to hire only the best software engineers, as seen here (https://www.linkedin.com/company/moloco/people/). Check out our case study published by Google: https://cloud.google.com/customers/moloco/
• 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.
• 7+ years of software development experience in Machine Learning, Deep Learning related areas.
• Exceptional level of communication, coordination, Machine Learning development, and development-team management skills.
• Experience mentoring and leading Senior, Mid, and Junior MLEs.
• Fluent in 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 both Korean and English.
Moloco is an engineering company founded by software engineers, and machine learning is the core of Moloco's engineering systems. We understand the value of a strong engineering team and strive to hire only the best software engineers, as seen here (https://www.linkedin.com/company/moloco/people/). Check out our case study published by Google: https://cloud.google.com/customers/moloco/
주요업무
• Build, grow, and lead a machine learning team across the MSM technology stack.• 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.
자격요건
• 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.
• Exceptional level of communication, coordination, Machine Learning development, and development-team management skills.
• Experience mentoring and leading Senior, Mid, and Junior MLEs.
• Fluent in 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 both Korean and English.
