• Software development of algorithms in Python for use in large HPC environments, including job scheduling, environment containerization, and I/O optimisation for shared filesystems.
• Optimize and scale Python code leveraging PyTorch, JAX, and Numba for multi-GPU and multi-node execution where applicable.
• Develop and maintain reproducible compute environments using containers (Singularity, Docker) and environment managers (conda).
• Basic IT system administration of Linux-based local compute infrastructure (laptops and server).
- Develop Python algorithms for job scheduling, containerization, and I/O optimization in HPC environments.
- Optimize and scale Python code using PyTorch, JAX, and Numba for multi-GPU and multi-node execution.
- Create and maintain reproducible compute environments with containers (Singularity, Docker) and environment managers (conda).
- Perform basic IT system administration tasks for Linux-based local compute infrastructure, including laptops and servers.
- Collaborate with a diverse team of researchers and developers to ensure seamless integration of your work into larger projects.
- Document your work and provide regular updates to the team, ensuring effective communication and knowledge sharing.
- Stay updated with the latest advancements in software development and HPC technologies to enhance your skills and contribute to innovative solutions.
- Assist in testing and debugging processes to ensure the reliability and performance of developed algorithms and systems.
- Currently pursuing or recently completed a Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field.
- Strong programming skills in Python, with experience in developing efficient and scalable code.
- Familiarity with HPC environments and an understanding of job scheduling, containerization, and I/O optimization techniques.
- Knowledge of machine learning frameworks like PyTorch and JAX is preferred.
- Experience with containerization technologies (Singularity, Docker) and environment managers (conda) is an asset.
- Basic understanding of Linux system administration, including user management, package installation, and basic troubleshooting.
- Excellent problem-solving and analytical skills, with a proactive approach to learning and adapting to new technologies.
- Good communication skills, both written and verbal, to effectively collaborate with team members and document your work.
- Ability to work independently and manage tasks efficiently, demonstrating a high level of organization and attention to detail.
Skills Required
- Currently pursuing or recently completed a Bachelor's or Master's degree in Computer Science, Software Engineering, or a related field
- Strong programming skills in Python
- Familiarity with HPC environments
- Knowledge of machine learning frameworks like PyTorch and JAX
- Experience with containerization technologies (Singularity, Docker)
- Basic understanding of Linux system administration
- Excellent problem-solving and analytical skills
- Good communication skills, both written and verbal
- Ability to work independently and manage tasks efficiently
What We Do
Petroliam Nasional Berhad (PETRONAS) is a leading global energy company committed to powering society’s progress in a responsible and sustainable manner. With close to 50,000 employees and a global reach spanning over 100 countries, we are ranked among the world’s largest corporations by revenue in the Fortune Media IP Ltd’s 2022 Fortune Global 500® list. As Malaysia’s national oil and gas company, we safeguard and manage the nation’s hydrocarbon resources to ensure national energy security and maximise value. We explore, develop and produce hydrocarbons as well as cleaner energy solutions. We have three core businesses, namely Upstream, Gas and Downstream, supported by Project Delivery and Technology division, which acts as an enabler. We recently launched Gentari, our new entity providing customers with cleaner energy and lower carbon solutions in three core offerings – renewables, hydrogen and green mobility alongside our core portfolio. We remain committed to produce oil and gas in a differentiated manner, with focus on reducing carbon emissions and at competitive cost. Our hydrocarbon portfolio today is two-thirds gas, which puts us in an advantageous position as gas and Liquefied Natural Gas (LNG) will continue to play a vital role even as the energy system evolves. As one of the leading LNG players in the world, PETRONAS will continue to serve the global LNG demand. As a responsible and conscientious global energy player, sustainability is at the heart of our business and how we operate. Our commitment to responsible business growth and positive contributions to society and the environment remains unwavering. Fuelled by our passion to be a partner for our customers in the journey towards a lower carbon energy future, every step we take brings us closer towards achieving our aspiration of Net Zero Carbon Emissions by 2050 (NZCE 2050).
