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NLP Engineer

3 months ago

Noida, Uttar Pradesh, India Insurance Samadhan Full time

Job Description :

Skills required :

  • 2+ years of experience in NLP
  • Study and transform data science prototypes
  • Select appropriate annotated datasets for supervised/unsupervised methods
  • Use effective text representations to transform natural language into useful features
  • Pick and implement the right algorithms and tools for NLP tasks (e.g, extract information from unstructured data)
  • Develop NLP systems according to requirements
  • Train the developed models and run evaluation experiments
  • Perform statistical analysis of results and refine models
  • Extend ML libraries and frameworks to apply in NLP tasks
  • Deep understanding of text representation/extraction techniques (such as Named Entity Recognition (NER) ,POS tagging ,ngrams, bag of words etc.), statistics and classification algorithm
  • Knowledge of Python Intermediate level.

Good to have Skills :

  • Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
  • Ability to effectively architect software and deliver production quality code
  • Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikitlearn)
  • Working experience over Attention based and SeqtoSeq modelling
  • Hands on Regex and Rule based NLP
)