Company Name : ReBIT

Job Title: Data Scientist

Job Type : Full Time, Work from Office

Location : Navi Mumbai

Years of Experience : 2-4yrs

Salary : 20LPA

Experience/ Qualifications

• 2-4 years’ experience in Analytics and Machine Learning & Deep learning(Sentiment Analysis, Text Mining, Entity Extraction, Document Classification, Topic Modeling, Natural Language Understanding (NLU) and Natural Language Generation (NLG)).

• Good Experience in Web Scraping or data extraction through Selenium/Scrapy or other frameworks and related libraries (like beautifulsoup).

• Knowldge of advanced scraping techniques (like overcoming captcha, proxy, browser fingerprinting, bot detection bypassing,etc)

• Working knowledge in various DBs(MySQL, HBase, MongoDB), message queues & Web RestFul APIs.

• Expertise in open-source NLP toolkits such as CoreNLP, OpenNLP, NLTK, gensim, LingPipe, Keras, Tensorflow, Mallet, ML/math toolkits such as scikit-learn, MLlib, Theano, NumPyetc.

• Experience of Testing & deployment of Machine learning/deep learning projects in the desired platform.

• Strong Logical & Analytical skills with good soft & communication skills

Industry

Preferably from a Technology, ITES, Shared Services or Banking organization

Key Responsibilities

• Build, Improve and extend NLP capabilities • 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 evaluated their effectiveness

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

• Extend machine learning frameworks and libraries for NLP projects