Data Analyst / Sr. Data Analyst – Data Science
Mumbai
This position is closed as on 2020-10-18
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
- 3-8 years’ experience in Analytics and Machine Learning
- Expertise in at least 3 of the following: Sentiment Analysis, Entity Extraction, Document Classification, Topic Modeling, Natural Language Understanding (NLU) and Natural Language Generation (NLG)
- Experience with open-source NLP toolkits such as CoreNLP, OpenNLP, NLTK, gensim, LingPipe, Mallet, etc.
- Experience with open-source ML/math toolkits such as scikit-learn, MLlib, Theano, NumPy, etc.
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 evaluate 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, 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
BKC (Mumbai)