Job Location: Gurgaon
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.
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