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.