Job Responsibilities

Create, evolve and provide customer related insights that impact the wider business • Reviewing, implementing and analyzing NLP algorithms that will substantially impact the company’s understanding of its customers • Develop machine-learning algorithms leveraging repeatable patterns in qualitative data to discover new trends that lead to customer experience improvements, cost reduction, and revenue opportunities • Challenge current best thinking, test theories, evaluate feature concepts and iterate rapidly with full ownership of the deliverables to stakeholders • Prototype creative solutions quickly, and lead others in crafting and implementing solutions displaying superior technical vision

Job Requirements

-Demonstrable skill writing clean, efficient code in Python -Experience in natural language processing and text analytics, including leveraging packages such as NLTK -Proven ability to drive projects forward and effectively communicate progress and/or barriers to stakeholders -Motivated team player with an entrepreneurial spirit and strong communication and collaboration skills who can clearly communicate results to a technical and non-technical audience -Solid fundamental knowledge of machine learning algorithms, data mining, classification, clustering, regression, Bayesian modelling, probability theory, algorithm design and theory of computation, linear algebra, partial differential equations, Bayesian statistics, and information retrieval -Experience working with one or more deep learning frameworks such as Keras, Torch, TensorFlow, Caffe, Theano, or MXNet -Experience with one or more general purpose programming languages including but not limited to: Python, Java, or C/C++ -Experience with big data technologies such as Hadoop, BigQuery, MapReduce, etc. and parallelization tools in enterprise Big Data Platform stack, technologies and ecosystem is a strong plus -Master’s degree in Statistics, Machine Learning, Computer Science or related technical field is preferred

Required Languages

Mandarin, English