- Experience in the data science methodology from exploratory data analysis, feature engineering, model selection, deployment of the model at scale and model evaluation.
- Experience in deploying NLP architectures in production.
- Understanding of latest NLP architectures like transformers is good to have
- Opportunity to add/build new NLP architectures based on requirements.
- Manage End to End lifecycle of the data in the system till it achieves more than 90% accuracy.
- Manage a NLP team.
- Experience with Python Web Framework (Django),Analytics and Machine Learning frameworks like Tensorflow/Keras/ Pytorch.
- Strong understanding of linear algebra, optimization, probability, statistics.
Key skills : Linear algebra, machine learning, data scientist, NLP architecture, probability, statistics, data science methodology, model selection, DNN, Python, Django, Tensorflow, Keras, Pytorch, Neural Networks, Regression Analysis, Mathematical Modeling, Artificial Intelligence, Deep Learning, Classification, Decision Trees, Convolutional Neural Networks, Predictive Analytics, Statistical Modeling