Data Scientist

Job Overview

This role is responsible for developing advanced machine learning and deep learning solutions for in-depth commodity market analysis. You will collaborate closely with analysts and traders to identify and leverage valuable datasets, automate data collection processes, and stay updated on the latest AI trends. 

Responsibilities 

• Design and develop machine learning, deep learning and other AI solutions to address commodity market-related analysis needs.
• Conduct research in AI-related fields to stay up to date with the latest trends and technologies and explore new ways to apply AI to heterogeneous datasets in order to meet tailored analytical needs.
• Work closely with analysts and traders to identify valuable datasets and automate data collection and processing.
• Write clean and production-level code, document your research and development work, and present findings and prototypes to the team for feedback and iteration.
• Able to address stakeholders’ ad-hoc requests on econometric modelling.

Requirements 

• Master or PhD in computer science/mathematics/physics/engineering. Completion of advanced courses/training in latest data technologies preferred.
• Proficiency in Python/R/JavaScript/C with the ability to write clean, modular, well-documented code in a collaborative development setting.
• Strong data modelling skills, comfortable with both AI and econometric approaches.
• Proven experience with developing and/or fine-tuning machine learning and analytics models using transformer architecture in LLM.
• Knowledge of GenAI and LLM models and products and how to leverage them for various use cases.
• Experience in modelling logistics optimization is a plus.

Please write in with a full resume, present and expected salary, contact telephone number(s) and any other relevant information to:

Email: hr@petrochina.com.sg

We regret to inform that only shortlisted candidates will be notified.

Personal Data Protection

In submitting your personal data and/or resume, you shall be deemed to consent to us collecting, using and disclosing your personal data for the purpose of assessing your job application. Information collected may also be disclosed to the PetroChina Group of Companies (which includes PetroChina International (Singapore) Pte. Ltd., Singapore Petroleum Company Limited) for this purpose.