普华永道欢迎最新从事过自然语言处理等行业的优秀人才加入我们，普华永道信息技术（上海）有限公司将为您提供广阔的发展平台！
NLP & Data Science Engineer
We are looking for an NLP & Data Science Engineer to join us working with senior Engineers in the US to build our NLP service, provide data analytic reports as well as develop data-driven solutions to difficult business challenges.
Responsibilities
● Study and transform data science prototypes
● Design NLP applications
● Select appropriate annotated datasets for Supervised Learning methods
● Use effective text representations to transform natural language into useful features
● Develop NLP systems according to requirements
● Train the developed model and run evaluation experiments
● Perform statistical analysis of results and refine models
● Remain updated in the rapidly changing field of machine learning
● Develop processes and tools to monitor and analyze model performance and data accuracy
Requirements
● Proven experience as an NLP Engineer or similar role
● Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
● Ability to effectively design software architecture
● Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
● Knowledge of Python, Java and R
● Ability to write robust and testable code
● Experience with machine learning frameworks and libraries
● Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
● Experience working with and creating data architectures.
● Strong communication skills
● Close to a native english speaker is a plus
● Coding knowledge and experience with several languages: C, C++, Java, JS, Nodejs etc is a plus.
● Degree in Computer Science, Mathematics, Computational Linguistics or similar field is a plus
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