About us
Discover Dollar’s mission is to help enterprises to create value by harnessing vast amounts of unstructured data - in the form of email, chats, PDFs, and contract copies etc., using data-first approach using data science, AI and cutting-edge technologies.
Why Discover Dollar:
1. We are one of the great innovative product companies in the Finance space
2. We have a great work culture and are certified Great Place to Work
3. We have a great career in both Tech & Non-Tech domains
Job Description
• 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 both a non-technical and a technical audience
• Analyze 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.
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
• 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
To note
1. The professional fee given for the internship is INR. 20,000/-per month (there will be 10% TDS deduction applicable).
2. Tenure of internship: 6 months
3. The work location is at Brigade Metropolis, Garudacharpalya, Mahadevapura, Bangalore.
4. We are currently working in hybrid mode
5. Remote work isn't offered currently.
