AI Development Intern

1 week ago

Singapore Seagate Technology Full time
About our group:

Firmware Development Engineering – Enterprise SIE Test Development Team is located in Seagate Singapore Design Centre at One-North. The team designs, develops and maintains test software in C/C++/Python under Linux/Windows for validating the firmware features in Seagate’s leading-edge Hard Disk Drives (HDD) and Solid State Drives (SSD). Before a new firmware can be populated to tens and thousands of HDD/SSD in production, it needs to pass the system integration test verification and validation. We develop and maintain the test software suite in C/C++/Python, as well as software toolkits in Python/Bash. We also develop Linux open-source device drivers and customize the installation modules for Seagate internal users. We study various features specifications and industry standards of HDD/SSD, including SATA/SAS/NVMe/PCIe, design or enhance test scenarios, write unit tests to debug software and firmware, conduct various experiments and failure analysis, and review solutions with other developers locally or in the US. The work in the team is critical to the firmware quality of HDD/SSD.

About the role - you will:

We are seeking a motivated and talented intern to join our team at Seagate Singapore. The intern will work on an exciting project to develop an AI system capable of answering complex queries related to our firmware (FW) and test suite. This project involves leveraging Large Language Models (LLMs) and other AI technologies to enhance our testing processes.

Key Responsibilities:

  • Develop an AI system applying the right Large Language Model (e.g. GPT-NeoX, GPT-J, or LLaMA) to:
    • Identify FW features covered by a given test name.
    • Shortlist relevant tests based on specified FW features.
    • Recommend relevant tests based on changes in FW C files, functions, or modules.
  • Integrate the AI system with Seagate’s internal tools and platforms (Perforce, SharePoint, SeaOtters server).
  • Ensure the AI system adheres to Seagate’s confidentiality and data security policies.
  • Collaborate with software engineers and other team members to refine and improve the AI system.
  • Document the development process and provide regular updates to the project supervisor.
About you:
  • Currently enrolled in a Computer Science, Software Engineering
  • Strong programming skills in Python, C, or similar languages.
  • Basic understanding of AI and machine learning concepts, particularly LLMs.
  • Familiarity with version control systems (e.g., Perforce) and documentation tools (e.g., SharePoint).
  • Excellent problem-solving skills and attention to detail.
  • Ability to work independently and as part of a team.
Your experience includes:
  • Experience with AI/ML frameworks (e.g., TensorFlow, PyTorch).
  • Previous internship or project experience in AI/ML.
Location:

The Shugart site (named after Seagate’s founder, Al Shugart) is a research and design center. Easily accessible from the One-North MRT Station, many employees choose to take mass transportation to work. Being a purpose-built building, The Shugart has excellent employee recreational facilities. Take an active break at our badminton courts, table tennis tables, in-house gym, and recreation rooms. Our yoga and Zumba classes are very popular. We also offer classes and interest groups in photography, gardening, and foreign languages, along with various on-site celebrations, and community volunteer opportunities.

Location: Shugart, Singapore
Travel: None

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