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IBM

AI Compiler Engineer

๐Ÿ“ŒBengaluru, India ๐Ÿ‡ฎ๐Ÿ‡ณ

โฑ๏ธŽ full-time

๐Ÿง™โ€โ™‚๏ธ senior

Introduction

This position is for a AI Engineer who is well versed with Compiler skills and strong back end development knowledge in C++. The engineer will get to lead in building AI compilers and low level AI device handling solutions for IBM Z systems.

Your Role And Responsibilities

  • Lead Development and deployment of AI Compilers at system level, leveraging deep expertise in AI/ML and Data Science to ensure scalability, reliability, and efficiency.
  • Direct the implementation and optimization of AI Device specific compiler technology, personally driving solutions for complex problems.
  • Collaborate closely with cross-functional teams hands-on approach to ensure seamless integration and efficiency.
  • Proactively stay abreast of the latest advancements in AI/ML technologies and actively contribute to the development and improvement of AI frameworks and libraries, leading by example in fostering innovation.
  • Effectively communicate technical concepts to non-technical stakeholders, showcasing excellent communication and interpersonal skills while leading discussions and decision-making processes.
  • Uphold industry best practices and standards in AI engineering , maintaining unwavering standards of code quality, performance, and security throughout the development lifecycle.

Preferred Education

Master's Degree

Required Technical And Professional Expertise

  • AI compiler development Leadership:
  • Deep experience in demonstrating coding skills, teaming capabilities, and end-to-end understanding of Enterprise AI product.
  • Deep background in machine learning, deep learning.
  • Hands-on expertise with MLIR and other AI compilers like XLA, TVM, etc.
  • Deep understanding of AI accelerators like GPU, TPU, Gaudi, Habana, etc.
  • Expertise with product design, design principles and integration with various other enterprise products.
  • Traditional AI Methodologies Mastery:
  • Demonstrated proficiency in traditional AI methodologies, including mastery of machine learning and deep learning frameworks.
  • Familiarity with model serving platforms such as Triton inference server, TGIS and vLLM, with a track record of leading teams in effectively deploying models in production environments.
  • Proficient in developing optimal data pipeline architectures for AI applications, taking ownership of designing scalable and efficient solutions.
  • Development Ownership:
  • Proficient in backend C/C++, with hands-on experience integrating AI technology into full-stack projects.
  • Demonstrated understanding of the integration of AI tech into complex full-stack applications.
  • Strong skills in programing with Python
  • Strong system programming skills
  • Problem-Solving and Optimization Skills:
  • Demonstrated strength in problem-solving and analytical skills, with a track record of optimizing AI algorithms for performance and scalability.
  • Leadership in driving continuous improvement initiatives, enhancing the efficiency and effectiveness of AI solutions.

Preferred Technical And Professional Experience

  • Knowledge in AI/ML and Data Science:
  • Over 13 years of demonstrated leadership in AI/ML and Data Science, driving the development and deployment of AI models in production environments with a focus on scalability, reliability, and efficiency.
  • Ownership mentality, ensuring tasks are driven to completion with precision and attention to detail.
  • Compiler design skills:
  • Proficiency in LLVM
  • Base compiler design concepts
  • Commitment to Continuous Learning and Contribution:
  • Demonstrated dedication to continuous learning and staying updated with the latest advancements in AI/ML technologies.
  • Proven ability to contribute actively to the development and improvement of AI frameworks and libraries.
  • Effective Communication and Collaboration:
  • Strong communication skills, with the ability to effectively convey technical concepts to non-technical stakeholders.
  • Excellence in interpersonal skills, fostering collaboration and teamwork across diverse teams to drive projects to successful completion.
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  • Employment

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    ๐Ÿง™โ€โ™‚๏ธ senior

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