Varite | Data Scientist | Poona | Bharat | BigDataKB.com | 2023-03-09

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Job Location: Poona

Job Detail:

  • A Natural Language Understanding Specialist /NLP Engineer / AI trainer to help us improve our NLU solutions and create new NLP applications and chatbots.
  • NLU Engineer responsibilities include transforming natural language data into useful features using NLP techniques to feed downstream algorithms.
  • To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.
  • Objective or goal is to develop efficient Natural Language Understanding models in the chatbot context.
Responsibilities
  • Study and transform data science prototypes
  • Design NLP applications and NLU models
  • Maintain existent training models up to date based on user input and strategic conversation intents
  • Select appropriate annotated datasets for Supervised Learning methods
  • Data preparation and data augmentation from a sample dataset
  • Use effective text representations to transform natural language into useful features
  • Find and implement the right algorithms and tools for NLP tasks
  • Develop NLP systems according to requirements
  • Train the developed model and run evaluation experiments
  • Perform statistical analysis of results and refine models
  • Extend ML libraries and frameworks to apply in NLP tasks
  • Remain updated in the rapidly changing field of machine learning
Requirements
  • Proven experience as an NLU Engineer or similar role
  • Understanding of NLP & NLU techniques for text representation, semantic extraction techniques, data structures and modeling
  • Experience with Natural Language Understanding solutions like Microsoft LUIS or CLU
  • Deep understanding of text representation techniques (such as n-grams, bag of words, embeddings etc), statistics and classification algorithms
  • Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
  • Strong communication skills
  • An analytical mind with problem-solving abilities
  • Degree in Computer Science, Mathematics, Computational Linguistics or similar field

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