Data Scientist - NLP/Deep Learning (5-8 yrs)

Job Role : Data Scientist

Experience : 5 to 8 Years

Location : Bangalore

Job description :

A skilled and experienced Data Scientist with 5 to 8 years of proven expertise in structuring business problems into methodical analysis frameworks. The ideal candidate should have a strong ability to identify, develop, and implement appropriate statistical techniques, algorithms, and data mining strategies.

Requirements:

- Utilize exploratory analysis techniques to derive valuable business insights and enhance overall value from large datasets.

- Demonstrate expertise in Natural Language Processing (NLP), Information Extraction, and Text Mining algorithms.

- Possess a strong familiarity with Deep Learning methods for text analytics, including RNN, LSTM, Word2Vec, and other embeddings, as well as proficiency in Keras/Tensorflow and PyTorch.

- Showcase expert-level knowledge in various Machine Learning algorithms, such as Linear and Logistic Regression, SVM, Random Forest, Bayesian Methods, Unsupervised Learning, Reinforcement Learning, Online Learning, and XGBoost.

- Ability to develop AI models using Large Language Models (LLM) from diverse data sources, utilizing Knowledge Graphs effectively.

- Proficiency in programming languages like Python, R, SQL