MI/ Panjiva is a data-driven technology company that uses machine learning to extract insights from global trade data. This unstructured data describes the behavior of the many real-world entities such as companies, products, and ports that make up international trade . Panjiva's data help s power the decisions of our thousands of clients, including Fortune 500 companies, hedge funds, and logistics providers, in additio n to universities, government agencies, and NGO s . The Data Science team creates state of the art model s that enable the P anjiva platform . We work with h ighly complex , often unstructured, data f rom disparate sources , in many different languages. We use a wide variety of ML and AI tech niques but have a special focus on NLP and Time S e