Insurance Samadhan - NLP Engineer - Python

Full Job Description

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 ,n-grams, 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 scikit-learn)

- Working experience over Attention based and Seq-to-Seq modelling

- Hands on Regex and Rule based NLP