Job Location: Bangalore
NLP Scientist
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
Life at Next:
Our purpose is to find ways to help our customers transform their possibilities into a reality. To help our customers build their future and achieve ambitious goals, we believe in a culture that embodies speed, curiosity, adaptability, continuous learning and failing forward. We have a flat and dynamic organizational structure with hands-on approach to leadership that drives outcome and growth.
Perks of working with us:
- Objectives are set to help you align and contribute to the mission
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