Data Scientist - Navi Mumbai, Maharashtra, India - Reserve Bank Information Technology Private Limited (ReBIT)

Reserve Bank Information Technology Private Limited (ReBIT)
Reserve Bank Information Technology Private Limited (ReBIT)
Verified Company
Navi Mumbai, Maharashtra, India

2 weeks ago

Deepika Kaur

Posted by:

Deepika Kaur

beBee Recuiter
Description

Reporting Structure
Reports to Manager/Sr. Manager - IT Projects


Education
Bachelor's degree in quantitative field (mathematics, quantitative methods, computer science, engineering, finance etc.)

Advanced degree is a plus


Experience/ Qualifications

  • 26 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 opensource NLP toolkits such as CoreNLP, OpenNLP, NLTK, gensim, LingPipe, Keras, Tensorflow, Mallet, ML/math toolkits such as scikitlearn, 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 technique
  • 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

Certifications

  • Certification in Google Tensor Flow, Hadoop, Python, PySpark, SQL, R is desirable

Location
Navi Mumbai
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