Job Location: Bangalore/Bengaluru
What you ll be doing
In this role, you ll
- Research prototype new unsupervised algorithms using combination of NLP ML
- Implement the production version of prototype for relevant domains
- Perform in depth analysis of failure points of algorithm on different environments
- Improve precision recall by using data generated by human agents at the failure point of current algorithm
- Scale all the models for multiple domains
What we seek in you:
- Exceptional problem-solving skills and strong business/ product thinking
- 4 years of relevant experience applying NLP, ML, text-mining, social network analysis, information retrieval, information extraction, AI, deep learning, and Machine translation.
- Proficient with at least one Programming Languages like Python, Java, and C
- Strong in making sense of unstructured data and must be hands-on with Regex
- Experienced in using tools like Stanford CoreNLP, Gensim, NLTK, and other NLP related libraries
- Speech recognition, topic modelling, machine translation, natural language understanding, parsing, question answering, etc
- Rich experience in Automated Chat, Chatbots, Online Messaging, Bots, Conversational Interface products
- Develop framework to capture complex dialogues and imagining conversational interfaces for various apps.
- Expose experience in different messaging (Skype, Fb Messenger etc.) and speech platforms (Siri,
- Cortana, Amazon Echo etc
- Expertise in text mining (probabilistic topic model, word association mining, ontology learning, opinion mining and sentiment analysis, semantic similarity, etc.)
- Experience working with SQL, NoSQL graph Database
- Relevant publications in reputed conferences
- Sense of responsibility ownership of given tasks
- Strong communication skills
- Self-starter willing to learn things on the fly
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