Moloco is seeking a Staff Machine Learning Engineer to design and build state-of-the-art machine learning models for its programmatic advertising engine. This role involves working with Tensorflow, Google Cloud products like Apache Beam/Dataflow, BigQuery, and BigTable to construct data pipelines, develop scalable model servers, and collaborate with various teams to define product roadmaps.
About the role
About the Role
We seek exceptional machine learning engineers to join us in building a state-of-the-art machine learning system. 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.
What You Will 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.
Basic Qualifications
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.
Preferred Qualifications
Relevant experience in AdTech.
Skills
TensorFlowApache BeamDataflowBigQueryBigTablePythonJavaGolangMachine LearningDeep LearningNatural Language ProcessingComputer Visionrecommendation systemsRanking SystemsAdTech