Data Scientist_SDS/BSV-ES

Education and Work Experience Requirements:

4 to 6 years of experience as Data Scientist

Proven track record and experience with statistical modeling/data mining algorithms such as

Multivariate Regression, Logistic Regression, clustering algorithms, Support Vector Machines, Decision Trees etc

Machine learning, deep learning, graph mining.

DOE, Forecasting, Segmentation, Uncertainty Analysis etc.

Data Mining i. e. Text Mining, Classification Methods SVM, NN, etc

Vector Space model for Unstructured Text

Sentiment Analysis, Association Mining, Semantic Analysis

Good knowledge of advanced statistical methods. Experience working with Text Data using transformer-based model

Experience in creating statistical models and/or optimization frameworks for improving processes/products/profits

Expertise with one of the following scripting languages:

Python, R, Tensorflow, Keras, Pytorch

OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Large Language Models, Knowledge Graphs

Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks.

Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modeling, text classification, question answering, text summarization, topic modeling and so on.

Experience building and fine-tuning Language Models (LMs), such as BERT, ELMo, XLNet etc to solve bespoke NLP tasks.

Tech savy and willing to work with open-Source Tools

Should have independently handled a project technically and provided directions to the other Team Members. Able to lead the project independently.

Experience in turning ideas into actionable designs. Able to persuade stakeholders and champion effective techniques through development.

Strong interpersonal and communication skills: ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.

Good to have foundational knowledge on Cloud, API frameworks like Flask, Fast API

Prior experience working on Mobility or Healthcare domain will be a plus