Data Scientist
RocheShanghaiUpdate time: September 18,2019
Job Description
上海市

    Key Responsibilities:

    You will work on projects critical to helping our company and patients as they navigate an ever-changing healthcare industry. You will be an NLP data engineers that want to be part of the creative process as well as versatile, display leadership qualities and passionate about working on revolutionary solutions to the problems facing the industry. From the electronic health record, clinical trial document and medical publications, we will receive a lot of PDF, Text, other data format which is unstructured data. As the NLP Engineer, your job would be to collect and extract the information out of the different unstructured source and organize the data into structured components that will be useful for further processes in the medical domain. We will be working together on the NLP topics, such as:  Named Entity Extraction, Language Detection  Emotion/Sentiment Prediction  Keyword and Topic Extraction  Intent detection, Query Parsing, Semantic mapping

    Qualifications  Bachelor or equivalent academic ground in computer science/system engineering/statistics/ Computational Linguistics. Master degree will be preferred.  You have a deep understanding of system design, data structures, and algorithms. Experience in dealing with unstructured data.  You have strong coding skills in Python and experience with web data extraction/web crawler and database.  Knowledge and interest in data science with an understanding of the principles of machine learning algorithms and natural language processing methodology.  Excellent communication and effective problem-solving skills, track record in serving a variety of diverse customers and projects  Ability to work independently, prioritize within an interdisciplinary environment that includes scientists, engineers, business and consultants.  Ability to coordinate with vendors, collaborate with them on both technical methodologies and business process

  • Who we are
    At Roche, 94,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity.

    Roche is an equal opportunity employer.

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