Unstop is India’s leading student‑first platform that bridges the gap between fresh talent and industry opportunities. With millions of registered users, Unstop curates internships, projects, and entry‑level roles across sectors, fostering a community where learning, skill‑building, and career growth happen hand‑in‑hand. The platform prides itself on a data‑driven approach to match candidates with the right opportunities, leveraging AI and analytics to enhance the recruitment experience for both students and employers. By joining Unstop’s ecosystem, interns gain exposure to real‑world problems, mentorship from seasoned professionals, and a chance to contribute to a product that impacts thousands of aspiring professionals daily. The Data Science Internship at Unstop offers a unique blend of hands‑on technical work and strategic insight. As a data‑science intern, you will be part of a dynamic team that builds and refines the algorithms powering the platform’s recommendation engine, candidate matching, and analytics dashboards. You will work remotely, enjoying flexible hours that let you balance academic commitments while gaining industry‑relevant experience. Key Responsibilities: 1. Design, develop, and test machine‑learning models for candidate‑job matching. 2. Perform web‑scraping using Python or R to gather external data sources that enrich the platform’s dataset. 3. Clean, preprocess, and transform both structured and unstructured data for analysis. 4. Implement exploratory data analysis (EDA) to uncover trends and insights. 5. Build and evaluate deep‑learning models for natural‑language processing tasks such as resume parsing. 6. Collaborate with product and engineering teams to integrate model outputs into production pipelines. 7. Document code, methodologies, and findings in clear, reproducible notebooks. 8. Participate in weekly sprint meetings, presenting progress and challenges. 9. Conduct A/B testing to measure the impact of new algorithms on user engagement. 10. Assist in creating visual dashboards for internal stakeholders using tools like Tableau or Power BI. Tech Stack: Python, R, Pandas, NumPy, Scikit‑learn, TensorFlow/Keras, BeautifulSoup/Scrapy, SQL, Git, Docker, Tableau/Power BI. Growth Path: Successful interns may receive a pre‑placement offer, transition into a full‑time Junior Data Scientist role, or explore other data‑analytics positions within Unstop’s expanding analytics team. The internship also equips you with a strong portfolio of projects that are highly valued by future employers. Why Join? You will work on real‑impact projects that shape the career journeys of millions, receive a certificate and recommendation letter, enjoy flexible work hours, and gain mentorship from industry experts. The remote setup ensures you can contribute from anywhere while building a professional network within the tech and HR tech ecosystem.