Intern, Data and AI

Central Region, Singapore
Training
Part-time

5 days ago

About UsCapitaLand Group (CapitaLand) is one of Asia’s largest diversified real estate groups. Headquartered in Singapore, CapitaLand’s portfolio focuses on real estate investment management and real estate development, and spans across more than 260 cities in over 40 countries.Job DescriptionYou 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
Design and build Generative AI applications like GPT-enabled chatbots to innovate and drive impactful solutions in the company
Explore new methodologies for increasing the efficiency and effectiveness of Generative AI applications
Continuously evaluate and enhance the performance of Generative AI models through rigorous testing and experimentation
Perform any other ad hoc duties as assigned

Requirements

Preferred studies in Computer Science, Information Systems, Electronical Engineering, or equivalent technical disciplines
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)
Good collaboration and communication skills to work effectively across teams, and partner with business stakeholders
Possess knowledge or practical experience in Generative AI or developing LLM applications using the Microsoft Azure stack or third-party packages such as LangChain
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.Only shortlisted candidates will be notified.

CapitaLand

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