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Data Scientist - Speech & Text Anal...

Data Scientist - Speech & Text Anal...

Anicalls (Pty) LtdHyderabad, India
30+ days ago
Job description

Candidate should be able to :

  • Build text-based search engine and question answering system for Q Degrees
  • utilize the latest techniques in AI, ML (including Deep Learning approaches) and NLU
  • Build voice-based search engine and question answering system for Q Degrees
  • Build topic analysis, voice recognition, text classification, named entity recognition methods for unstructured and semi-structured data
  • Generate creative solutions in the field of Voice Bots and Chat Bots (patents) and publish research results in top conferences (papers)
  • Perform voice / text mining, generate and test working hypotheses, prepare and analyze historical data and identify patterns
  • part of a project team, to lead Speech & Text Bots for the next generation of intelligence and language understanding for better Consumer Insights

Candidate should have :

  • Experience with data structures and algorithms; Ability to work in a Unix environment and building robust data processing and analytics pipelines
  • Should be comfortable working with structured & Unstructured Data.
  • Excellent background in Machine Learning (generative model, discriminative model, neural network, regression, classification, clustering, etc.)
  • Experience in Developing and Deploying Voice Bots
  • Have experience in developing Speech Bots / Speech to Text Models
  • Experience in applied statistics including sampling approaches, modeling, and data mining techniques
  • Extensive experience in using NLP-related techniques / algorithms such as HMM, CRF, deep learning & recurrent ANN, word2vec / doc2vec, Bayesian modeling, etc.
  • Contributions to research communities, e.g. ACL, NIPS, ICML, EMNLP, etc. is a Plus
  • Ability to work as ICR in coordination with existing IT developers
  • 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.
  • In-depth knowledge of various Natural Language Processing / Understanding (NLP / NLU) domains such as entity extraction, speech recognition, topic modeling, parsing, question answering, Relation Extraction, Ontology, etc.
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    Data Scientist • Hyderabad, India