Singapore Job Openings
CapitaLand
Intern, Data & AI
FULL TIME
September 23, 2024
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Collaborate with business analysts and internal stakeholders to identify business problems and opportunities, propose analytics solutions, and determine data and technology requirements for projects
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Develop project analytics solutions, including but not limited to report automation, advanced analytics, and AI engines
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Work with data engineers to plan, identify, and integrate data from multiple source systems into the enterprise data platform for analytics purposes
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Perform data exploration, preprocessing, and analysis on both structured and unstructured data
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Develop and deploy machine learning and deep learning models
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Create dashboards to communicate, present key findings to stakeholders and manage user acceptance testing (UAT)
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Collaborate with the team to prioritize and manage projects based on objectives and business impact
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Design and build Generative AI applications like GPT-enabled chatbots to innovate and drive impactful solutions in the company
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Explore new methodologies for increasing the efficiency and effectiveness of Generative AI applications
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Continuously evaluate and enhance the performance of Generative AI models through rigorous testing and experimentation
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Perform any other ad hoc duties as assigned
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Good understanding of machine learning (e.g. Logistic Regressions, SVM, Decision Tree, Random Forest, light GBM, XGBoost) and deep learning algorithms (e.g. CNN, RNN)
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Strong programming experience in python packages such as Pandas, Numpy, Scikit-learn, Tensor Flow or Keras
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Familiar with data visualisation tools (e.g. Power BI, Tableau, etc.)
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Good collaboration and communication skills to work effectively across teams, and partner with business stakeholders
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Beneficial to possess knowledge or practical experience in generative AI or developing LLM applications using the Microsoft Azure stack or third-party packages such as Lang Chain
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Detail-oriented and meticulous
Only shortlisted candidates will be notified.
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