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NLP Scientist in SME Corner

Location Mumbai, India
Posted 10-October-2020
Description
A very exciting opportunity in Banking & Financial Services / Financial Technology


Eligibility: Post Graduate in Mathematics/ Statistics/ Economics/ Computers/ Commerce/ Engineering with 4 years of relevant experience


Responsibilities:

o Research & prototype new unsupervised algorithms using combination of NLP & ML

o Implement the production version of prototype for relevant domains

o Perform in depth analysis of failure points of algorithm on different environments

o Improve precision & recall by using data generated by human agents at the failure point of current algorithm

o Scale all the models for multiple domains


Required Skills:

o Exceptional problem-solving skills and strong business/ product thinking

o 4years of relevant experience applying NLP, ML, text-mining, social network analysis, information retrieval, information extraction, AI, deep learning, and Machine translation, etc.

o Proficient with at least one Programming Languages like Python, Java, and C

o Strong in making sense of unstructured data and must be hands-on with Regex

o Experienced in using tools like Stanford CoreNLP, Gensim, NLTK, and other NLP related libraries

o Speech recognition, topic modeling, machine translation, natural language understanding, parsing, question answering, etc

o Rich experience in Automated Chat, Chatbots, Online Messaging, Bots, Conversational Interface products

o Develop framework to capture complex dialogues and imagining conversational interfaces for various apps.

o Expose experience in different messaging (Skype, Fb Messenger etc.) and speech platforms (Siri, Cortana, Amazon Echo etc

o Expertise in text mining (probabilistic topic model, word association mining, ontology learning, opinion mining and sentiment analysis, semantic similarity, etc.)

o Experience working with SQL, NoSQL & graph Database

o Relevant publications in reputed conferences

o Sense of responsibility & ownership of given tasks

o Strong communication skills

o Self starter willing to learn things on the fly


Key Skills

Java C text - mining problem - solving skills AI strong business/ product thinking Chatbots Deep learning Finance / Banking Sector hands - on with Regex Algorithms using combination of NLP & ML social network analysis and Machine translation Python


Desired Candidate Profile

Please refer to the Job description above
Education-

PG:MS/M.Sc(Science) - Computers, Statistics, Maths
Experience
Min 4 to 7 Years.

 
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