Task Info :
Role & Responsibilities:
· Looking for Dynamic Individual who wants to help develop the next generation of technologies that find, organize, analyze, and personalize the unending flow of information faced by users.
· Data Scientists work on solving problems in various areas of computing including automated information classification, efficient algorithms for “Text mining”, “Focused Crawler” “Machine learning” and “Natural Language Processing” to locate information on the web, scalability issues related to filtering and managing large amounts of data, converting unstructured data into structured data to name just a few.
· Quickly model, prototype, architect and engineer systems requiring machine learning to match business needs Development of predictive models to classify text into multiple categories and extract meaningful information from text to build knowledge base
· Manage the scale & high volume of TBs of realtime data streams
Work Experience & Domain Knowledge: :
· 5+ years of professional experience with core skill sets of Text Mining, Natural Language Processing, Entity Extraction, Relationship Extraction and Machine Learning
· Experience with text classification algorithms like Naïve-Bayes, SVM etc
· Experience in using tools GATE, UIMA with java or ntlk with python etc
· Experience with Open source NLP libraries e.g. Corenlp, Opennlp, mallet, etc.
· Good Knowledge of Elastic Search/Apache Solr, Lucene will be plus
· Must have strong combination of programming experience in building end to end applications in Java/Python
· Understanding of statistics is good to have
· Tweaking algorithms & data-structures for performance fine tunings
· Exposure to big data & hadoop eco-system is a plus
B.E/B. tech, MCA, M. Sc (Computer Science/IT)
Skills & Attitude:
· Excellent analytical skills
· Enthusiasm for working in a team to solve interesting problems
College Preference : no-bar
Min Qualification : ug
Skills : apache spark, bigdata, hadoop, java, machine learning, naive bayes, nlp, python, svm, text mining
Location : Mumbai