Data Scientist - Speech & Text Analytics

Company:
Location: Jaipur, Rajasthan

*** Mention DataYoshi when applying ***

Personality Traits :

  • Ability to work independently under tight deadlines with accountability.

  • Strong results driven personality with a high level of enthusiasm, energy and confidence.

  • Strong problem-solving skills.

  • Ability to work as ICR in coordination with existing IT developers

Required Skills :

  • In-depth knowledge of various Natural Language Processing/Understanding (NLP/NLU) domains such as entity extraction, speech recognition, topic modelling, parsing, question answering, Relation Extraction, Ontology etc.

  • Have experience of developing Speech Bots / Speech to Text Models

  • Experience of Developing and Deploying Voice Bots

  • Extensive experiences in using NLP related techniques/algorithms such as HMM, CRF, deep learning & recurrent ANN, word2vec/doc2vec, Bayesian modelling, etc.

  • Excellent background in Machine Learning (generative model, discriminative model, neural network, regression, classification, clustering, etc.)

  • Experience in applied statistics including sampling approaches, modeling, and data mining techniques

  • Should be comfortable working with structured & Unstructured Data.

  • Experience with data structures and algorithms; ability to work in a Unix environment and building robust data processing and analytics pipelines

  • Contributions to research communities, e.g. ACL, NIPS, ICML, EMNLP, etc. is a Plus

Job Responsibilities :

  • You will be part of a project team, to lead Speech & Text Bots for next generation of intelligence and language understanding for better Consumer Insights

  • Build voice-based search engine and question answering system for Q Degrees

  • Build text-based search engine and question answering system for Q Degrees

  • You'll utilize the latest techniques in AI, ML (including Deep Learning approaches) and NLU

  • Build topic analysis, voice recognition, text classification, named entity recognition methods for unstructured and semi-structured data

  • Perform voice / text mining, generate and test working hypotheses, prepare and analyse historical data and identify patterns

  • Generate creative solutions in field of Voice Bots and Chat Bots (patents) and publish research results in top conferences (papers)

2.00-3.00 Years

*** Mention DataYoshi when applying ***

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