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Research Scientist - NLP / Machine Learning

Research Scientist - NLP / Machine Learning

Career MakersBangalore
30+ days ago
Job description

Job Functions :

  • Develop rich models for specific tasks of NLP by collecting, curating, coordinating annotations of NL texts, training and adapting machine learning models
  • Tune models through feature engineering to optimize model performance by combining rules and machine learning techniques
  • Experience with application of ML tools for NL problems
  • Integrate the developed models into Curo or other Interactions Platforms.
  • Documenting the work either in form of Lab notebooks / research papers
  • Mentoring junior associates as required.

Experience and Skills required :

  • Masters (With 5 years of experience) or PhD degree (Fresher of With 1 years of experience) in computer science, engineering, linguistics, or a related field.
  • Experience in natural language processing technologies and services with emphasis in one or more of the following :
  • Data acquisition and NL modeling : harvesting NL resources from the Web, rapid bootstrapping of domain-specific and multilingual NL models for named-entity, syntactic parsing and text classification
  • NL systems : large-scale development and deployment, performance monitoring, tuning and optimization of NL models
  • NL methodology : grammar-based, data-driven and machine learning-based, hybrid approaches
  • NL technologies : spoken language understanding, language translation, natural language search, syntax-semantics.
  • Interfaces using ontologies, discourse processing, language generation and summarization, interactive NL systems
  • In depth understanding of language processing technology, a strong software background and experience with processing large scale multilingual texts through effective use of computing resources.
  • Ability to demonstrate Interactions Values of :
  • Being passionate about customer service
  • Obsessing with our customer's success
  • Respecting each other
  • Creating opportunity
  • Embracing disruption
  • Doing what we say we will do

    • Pluses :

  • Experience working with machine learning tools, speech recognition tools, web crawlers, finite state machines, and open source natural language toolkits are a plus.

    • (ref : hirist.tech)

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    Research Scientist • Bangalore