Senior Consultant - Python/NLP/Text Mining

Requirements - The applicant should have:

- Degree in Computer Science, Mathematics, Computational Linguistics or similar field

- Experience of 4-8 years with at least 2 - 3 year of experience as a natural language processing engineer

- Strong knowledge of NLP techniques for text representation, semantic extraction techniques, data structures and modeling

- Ability to effectively design software architecture

- Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms

- Knowledge of

- Language - Python, R, Core Java, C

- Database - SQL Server, Redis, MongoDB, MySQL

- Libraries - Pytorch, tensorflow, keras, Flask, Numpy, Pandas, Scikit-learn, Django

- Algorithms - Neural Networks(CNN, RNN, LSTM), Decision Trees, Clustering, Data structures

- Ability to write robust and testable code

- Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like Pandas, Numpy, scikit-learn)

- Strong communication skills - Proficiency in English

- An analytical mind with problem-solving abilities

- Willingness to work overtime, when necessary, to meet project deadlines

Responsibilities

- Design NLP applications and products

- Select the proper annotated datasets for supervised learning techniques

- Use effective text representation techniques to develop useful features

- Identify and utilize the correct algorithms for specific NLP projects

- Develop NLP projects in accordance with prescribed requirements

- Train developed NLP models and evaluate their effectiveness

- Conduct statistical analyses of models, and adjust models where possible

- Extend machine learning frameworks and libraries for NLP projects