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Data Science Intern - Remote

Posted 7 days ago
Data Analysis
Internship
Singapore

Overview

Portcast is a venture-backed startup which predicts global trade flows to help logistics and shipping companies become more profitable. We are a predictive analytics company that offers a fast-paced, innovative environment where you will be empowered to sell our AI-product to C-level executives. We are customer-obsessed and are constantly working to provide our customers access to actionable and insightful data to build resilient supply chains.

In Short

  • Work on identifying new derived features for machine learning models.
  • Create prototypes of new models with various accuracy scores.
  • Conduct anomaly detection based on vessel behavior.
  • Perform exploratory data analysis on geolocation records.
  • Update ranking algorithms for carrier schedules.
  • Analyze features from datasets to support existing models.
  • Conduct impact analysis and data visualization.
  • Identify flags/alerts based on predictions.
  • Develop data stories to illustrate prediction impacts.

Requirements

  • Pursuing a Bachelor’s or Master’s degree in relevant fields.
  • Experience with machine learning and statistical knowledge.
  • Strong analytical skills with large datasets.
  • Proficiency in Excel, SQL, and basic Python.
  • Knowledge of AI and machine learning in logistics.
  • Strong communication skills to translate insights.

Benefits

  • Hands-on experience with AI-driven supply chain models.
  • Exposure to predictive modeling and data quality assurance.
  • Opportunity to work on time-series forecasting and anomaly detection.
  • Mentorship from experienced data scientists.
Portcast logo

Portcast

Portcast is a dynamic company based in Singapore, dedicated to revolutionizing international supply chains by leveraging data to enhance resilience in logistics. Founded in 2018, Portcast serves both shipping lines and cargo airlines, addressing a significant portion of global trade volume and value. The company employs advanced machine learning algorithms and real-time market data to provide predictive insights into cargo shipping, including estimated arrival times. With a fast-growing team of software engineers, data scientists, and industry experts, Portcast is backed by prominent investors and is focused on delivering innovative solutions that offer end-to-end visibility for customers in the logistics sector.

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