Position Details: ML/NLP Engineer

Description:

Job Description: ML/NLP Engineer 

We are looking for a Natural Language Processing Engineer to help us improve our NLP products and create new NLP applications.

ML/NLP Engineer responsibilities include transforming natural language data into useful features using NLP techniques to feed classification algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.

Your ultimate goal is to develop efficient self-learning NLP applications.

Experience: 1 to 3 years

 Job Location: Noida

Responsibilities 

• Study and transform data science prototypes
• Design NLP applications
• Select appropriate annotated datasets for Supervised Learning methods
• 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 NLP Engineer or similar role
• Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling, dimensionality reduction etc.
• Ability to effectively design software architecture
• Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis, doc2vec), statistics and classification algorithms
• Understanding of state-of-the-art embeddings creation techniques like BERT/ELMo
• Experience with search and analytics engine like elasticsearch
• Experience with visualization tools like Tableau
• Good understanding of Recurrent Neural Networks and CNN
• Knowledge of Python, Java and R
• Ability to write robust and testable code
• Experience with machine learning and deep learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn, NLTK, Spacy, gensim)
• Experience with web crawling and libraries like (Beautiful Soup, Scrapy, Selenium etc.)
• Strong communication skills
• An analytical mind with problem-solving abilities
• Degree in Computer Science, Mathematics, Computational Linguistics or similar field

 

 

 

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