Machine Learning and NLP SW engineer
MentorX Corporation 蔓藤教育是美国第一家为中国留美学生专业提供实现留学目标、孵化国际化就业和创业人才的互联网教育咨询公司。MentorX应用人工智能和机器学习技术,为全球的新老留学生建立职业成长和终身学习的平台。蔓藤教育是一家well funded横跨中美的高科技人才发展平台。
Responsibilities include but are not limited to:
- Engage modern research areas while understanding complex business challenges
- Design scientific solutions, manipulate large data sets, and employ cutting edge techniques to develop prototypes with transformational potential and value
Our ideal candidate should possess the following:
- Master Degree in a relevant field (such as computer science, computational linguistics, or others), or Bachelor with 3+ years relevant work experience
- Strong background in Natural Language Processing and text processing, including some of the following: information retrieval, topic clustering/modeling, knowledge extraction, knowledge DB building, question answering, active learning, document summarization
- Strong background in Recommendation system
- Ability to work with user organizations to understand needs and frame problems
- Experience with social networks, such as analysis and/or visualization
- Experience with both English and Chinese NLP
- Demonstrated programming skills in relevant languages, including Python and Java
- Experience with Big Data techniques (e.g. Hadoop, Spark, and other frameworks)
- Extensive knowledge of data analytics and machine learning
- Experience building end-to-end user-facing systems, including document processing, scalable and efficient machine learning techniques, visualization and UI/UX design