About Portcast
Our mission is to transform international supply chains to be more resilient by helping logistics companies realise the full potential of their data. We cater to both shipping lines and cargo airlines. This covers 90% of the world trade volume that travels via ocean and 35% of world trade value that travels via air. We use proprietary machine learning algorithms and real-time external market data (such as economic indices, marine weather, satellite-based data, etc) to predict how much cargo will be shipped, when it will arrive and deliver actionable insights.
We are excited to be a fast-growing team of software engineers, data scientists and industry experts. Based out of Singapore, we’ve been building together since 2018, and are backed by some of the leading investors including Wavemaker Partners, Entrepreneur First, SGInnovate and Investigate VC.
About the role
Portcast is redefining how the worlds’ largest cargo airlines, shipping lines, global freight forwarding companies and manufacturers run global operations. You will join the Data Science team as an intern and work on a data heavy product that offers our customers end-to-end visibility of their cargo at each step of the ocean movement. You will explore vast amounts of data from Portcast Universe (AIS, Weather, Port, cargo) to provide insights, improve model accuracies, validate hypotheses, prototype new models and create interesting data stories.
You will:
Become a superuser of the product, create dashboards, insights for the team and clients.
Improve prediction, data quality by checking the completeness, correctness, accuracy and other data related challenges
Uncover the intricate patterns hidden underneath large data sets to derive actionable insights. Automate processes.
Work with the team to continuously identify the best external data sources that help improve the existing models
Explore the latest research in the field to create new prototypes.
Present the work, results to the team and the clients regularly in a visual and easy to understand manner
Requirements:
Proficient with Python, SQL [You should be able to slice and dice the data and write reusable, clean code.]
Familiarity with code collaboration process [i.e. git]
Fundamental knowledge of machine learning, statistical techniques
Prior experience in data visualisation
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- Company:
Portcast - Designation:
Data Science Intern - Profession:
IT / Information Technology - Industry:
Computer and IT