Intern, Data

1 week ago

East Singapore CapitaLand Full time

About Us

Headquartered and listed in Singapore, CapitaLand Investment Limited (CLI) is a leading global real asset manager with a strong Asia foothold. As at 30 June 2024, CLI had S$134 billion of assets under management, as well as S$100 billion of funds under management held via six listed real estate investment trusts and business trusts and a suite of private real asset vehicles that invest in thematic and tactical strategies. Its diversified real estate asset classes include retail, office, lodging, industrial, logistics, business parks, wellness, self-storage and data centres.

Job Description

You will be assisting the Data & AI team in their day-to-day operations and the development of new projects.

Responsibilities- 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- Create dashboards to communicate, present key findings to stakeholders and manage user acceptance testing (UAT)- Collaborate with the team to prioritize and manage projects based on objectives and business impact- Continuously evaluate and enhance the performance of Generative AI models through rigorous testing and experimentation- Perform any other ad hoc duties as assigned

Requirements- 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 (e.g. Power BI, Tableau, etc.)- Good collaboration and communication skills to work effectively across teams, and partner with business stakeholders-
- Detail-oriented and meticulous

Closing Statement:

- At CapitaLand, we advocate fair employment practices, and recruit talents based on merit and fit with our Corporate values. We provide equal opportunity for all qualified persons and build an inclusive workplace regardless of race, gender, age, religious belief or nationality.

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