Title: Data Scientist –Internship with Global AI/ML Team

Description: The key responsibilities of Data Scientist are:

Creation of cutting-edge models for understanding vast amounts of textual, numeric, graphic and speech data
Creation and deployment of production-ready code
Create framework for AI/ML code deployment to ensure robustness and reliability of production ready models

Mandatory Skill sets:

Exposure to Statistical Toolkits such as R, Weka, Python, Azure ML, AWS Sagemaker

• Very good Python/R programming skills. Java programming skills a plus

• Building, deploying and measuring predictive/prescriptive analytics models (i.e. SVM,

decision tree, clustering, logistic regression, linear and non-linear regression, ANN,

CNN, RNN)

• Deep learning frameworks such as Tensor Flow, Keras, PyTorch, Theano

• Tooling frameworks like PyCharm or Jupyter

Additional / Skill Sets (Preferred):

Understanding of Graph DB and tools such as Neo4j etc.
Understanding of NLP, NLU and Machine learning/Deep learning methods
SQL/NoSQL, MS Access, databases
UI development paradigms that would enable Text Mining Insights Visualization e.g., Adobe
Flex Builder, HTML5, CSS3
Linux, GPU Experience
Spark, Scala for distributed computing
Public cloud exposure.

Specific courses required for project execution:

Academic course work in various levels of math dealing with probability and statistics,

Bayesian networking and graphical modeling, and coverage of deep learning and neural

networks and cognitive science, One or more assignments completed in designing, building, training and deploying a model for a given area.

Genpact-Gurgaon

Station Overview