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    "requisitionDescription": "<p></p>\n<p></p>\n<p><span style=\"color: rgb(0,0,0);font-size: 16px;\"><strong>Research Scientist - N</strong></span><span style=\"color: rgb(0,0,0);background-color: rgba(255,255,255,0);font-size: 14px;font-family: ProximaNova,Arial,san-serif;\"><strong>atural Language Processing</strong></span></p>\n<p></p>\n<p><strong>BACKGROUND:</strong><br><br>IAI is looking for talented research scientists to contribute and lead research and development efforts in natural language processing, text analysis, and graph analysis. The candidate will incorporate novel ideas and improve the state of the art on text-related projects. Additionally, the candidate will develop a portfolio of related research by extending existing work and developing new business. Beyond fundamental and applied research, the candidate will work with technical and project management teams to develop the transition of the most promising technology into products.&nbsp;</p>\n<p></p>\n<p>Intelligent Automation, Inc.<br>(IAI) is a technology innovation company headquartered in Rockville, MD. We specialize in providing advanced technology solutions and R&amp;D services to federal agencies, and corporations throughout the United States and internationally. Leveraging agile R&amp;D processes and a multidisciplinary collaborative environment IAI excels in developing concepts into market-focused products and customer-driven solutions. IAI's core R&amp;D areas include: Artificial Intelligence/Machine Learning, Air Traffic Management, Big Data, and Social Media Analytics, Control and Signal Processing, Cyber Security, Education, and Training Technologies, Health Technologies, Modeling and Simulation, Networks and Communications, Robotics and Sensor Systems. For more information on IAI, please visit <a href=\"http://www.i-a-i.com/\" target=\"_self\"><span style=\"color: navy;\">www.i-a-i.com</span></a>.<br><br><br>You are highly encouraged to apply if you enjoy extracting information from unstructured data, strive to stay current on the technology and literature in areas of text processing/analysis and information retrieval and are passionate about understanding how things work and want to solve complex problems.&nbsp;</p>\n<p></p>\n<p>&nbsp;<strong>JOB DUTIES:  </strong></p>\n<p></p>\n<p><span style=\"font-family: Symbol;\">·</span> Develop new ideas and write proposals in the above-mentioned research areas&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Develop methods for entity extraction and entity<br>relationships in text documents&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Develop methods for topic modeling and document<br>categorization&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Develop methods for feature extraction&nbsp;&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Evaluate the performance<br>of a variety of text algorithms&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Explore the use<br>of novel methods for information retrieval on large corpora&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Formulate research ideas to solve new problems<br>and transform into business development opportunities&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Communicate findings effectively in the form of<br>briefings and technical reports&nbsp;</p>\n<p><br><strong>DESIRED SKILLS: </strong></p>\n<p></p>\n<p><span style=\"font-family: Symbol;\">·</span> Algorithm development experience in Python and/or Java&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Experience with text mining/analysis tools<br>(e.g., GATE, JET, MALLET, StanfordNLP, nltk,<br>Lucene, Solr, ElasticSearch)&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Development of machine learning and/or graph-based algorithms applied to text corpora<br>(e.g., scikitlearn, networkx, mlpack,<br>weka)&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Familiar with word embedding methods (e.g., word2vec,<br>GloVe, doc2vec)&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Familiar with web frameworks (e.g., Pyramid,<br>Flask, Spring Boot, Express, Django, etc.)&nbsp;</p>\n<p><span style=\"font-family: Symbol;\">·</span> Good publication record and proposal writing<br>experience&nbsp;</p>\n<p>&nbsp;</p>\n<p><strong>EDUCATION:</strong><br><br>A Masters degree (or higher) in Computer Science, Engineering, Mathematics,<br>Physics or related field is required.<br><br><span style=\"font-family: Liberation Serif;\"><em>All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.</em></span>&nbsp;</p>\n<p>&nbsp;</p>\n",
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