Data Scientists: Spark ML Experience + Tensorflow
• Work with the team to create new deep learning and ML algorithms and applications. Drive technical vision and strategy to make DL and ML a must-have capability in delivering consumer services
• Help to define and improve large scale Machine Learning platform that powers our big data products to develop personalization, recommendation, and content discovery services for various Huawei Mobiles Services.
• Define metrics, conduct A/B testing, and oversee statistical measurement of new algorithms and approaches.
• Use Big Data technologies (such as Hadoop, Spark, Storm) to build large scale data mining pipelines for recommendation and search.
• Apply Natural Language Processing to understand text from forum reviews, description and interactions between users
• Working with engineering to build machine learning platform that covers data processing, feature engineering and monitoring
• Design and develop effective models, features, and algorithms involving user activities and interests, blogs and posts, social graphs, etc.
• Knowledge of natural language processing techniques and neural networks
• Experience in implement and validate big data algorithms and models
• Able to lead a team in developing and executing your technical vision, including planning, technical decision-making, and project management
• Versed in the process of building effective learning systems (data collection, training, evaluation, making iterative improvements)
• Experience with (un)supervised learning algorithms
• Experience with Caffe/TensorFlow/Torch or similar deep learning frameworks
• Programming experience with R/Scala/C++/Python
Source link
