Designation: Data Science Intern
Job Description
Job Description:
We are looking for Data Science interns to help us create machine learning products. Data Science
intern’s responsibilities include understanding the business problem and experimenting with different
modelling architectures to create the best possible setup from model performance as well as
computational performance. To do this job successfully, you need exceptional skills in Machine Learning
and Programming. Your ultimate goal will be to find the best data-based solution for the problem at
hand
Responsibilities include:
• Transforming natural language data into useful features using NLP techniques to feed
classification algorithms.
• Using effective text representation techniques and classification algorithms.
• Develop and maintain robust data processing pipelines and reproducible modelling
pipelines
• Understanding business objectives and developing models that help to achieve them,
along with metrics to track their progress
• Explore data and communicate insights clearly to non-technical as well as technical
audience
• Analyse experimental results, iterate and refine models to create significant business
impact
• Follow strict coding standards and other software engineering best practices and be the
proponent of the culture in the organization.
Requirements
• Bachelor’s Degree in a Quantitative discipline
• Demonstrable project experience in Data Science/Analytics (Github links preferable)
• Strong ability to write robust code in Python
• Familiarity with machine learning frameworks (like Tensorflow or PyTorch) and libraries
(like scikit-learn, StatsModels)
• Proficient in evaluation metrics (MAPE, F1, RMSE, Confusion Matrix)
• Strong problem-solving skills
• Excellent verbal and written communication skills
• You take complete ownership of your work and are self-driven.
• Understanding of NLP techniques for text representation, semantic extraction techniques,
data structures and modelling
• Deep understanding of text representation techniques (such as n-grams, bag of words,
sentiment analysis etc)
• Critical thinking skills or problem-solving skills
Good to Have
• Deep Learning Frameworks like Tensorflow, PyTorch etc.
• Familiarity in working with Azure, AWS, GCP etc.
• Experience with NoSQL databases, such as MongoDB, Cassandra
Years of Experience: Fresher
Education: Bachelor’s or Master’s Engineering
Location: Bangalore (Hybrid work)
