Job Description
As a Data & AI Intern at CapitaLand Development, you will apply your skills to real-world business challenges in the real estate industry.
This is a hands-on opportunity to work with data analytics and AI, from identifying business problems to deploying innovative solutions.
You'll get to explore and analyse both structured and unstructured data, build and deploy machine learning models, and even work with cutting-edge Generative AI and Large Language Models (LLMs).
This internship will provide you with practical experience, helping you build a strong portfolio and understand how data and AI drive business transformation.
What You Will Get to Do
Collaborate with business analysts and internal stakeholders to identify business problems and opportunities, propose analytics solutions, and determine data and technology requirements for projects
Develop project analytics solutions, including but not limited to report automation, advanced analytics, and AI engines
Work with data engineers to plan, identify, and integrate data from multiple source systems into the enterprise data platform for analytics purposes
Perform data exploration, preprocessing, and analysis on both structured and unstructured data
Develop and deploy machine learning and deep learning models
What We Are Looking For
Good understanding of machine learning (e.g. Logistic Regressions, SVM, Decision Tree, Random Forest, lightGBM, XGBoost) and deep learning algorithms (e.g. CNN, RNN)
Strong programming experience in python packages such as Pandas, Numpy, Scikit-learn, TensorFlow or Keras
Familiar with data visualisation tools (Power BI, Tableau, etc)
Possess knowledge or practical experience in Generative AI or developing LLM applications using the Microsoft Azure stack or third-party packages such as LangChain