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

Reserve Bank Information Technology Private Limited (ReBIT)

Verified Company

Navi Mumbai, India

1 week ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

Role:
Data Scientist

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

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

Experience/ Qualifications:

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

Employment Type:
All positions are on fixed term contract on a full-time basis exclusively for ReBIT, initially for a period of five years, extendable by mutual consent

Location:
Navi Mumbai