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GPU Modeling Expert
Global TechnologiesBangalore8 days ago
Job descriptionWorking independently with little supervision. Provide some supervision / guidance to others. Having a moderate amount of influence over key organizational decisions (e.g., is consulted by senior leadership to provide input on key decisions). Use deductive and inductive problem solving; multiple approaches may be taken / necessary to solve the problem Must have excellent verbal and written communication skills to convey information to various stakeholders some of whom may have limited knowledge of the subject in question Building and improving our ecosystem around GPU-accelerated computing including developing large scale automation solutions. Supporting our researchers to run their flows on our clusters including performance analysis and optimizations of deep learning workflows. Improving reliability and overall Researcher Productivity. Architect and implement brand new strategies to optimize the utilization of our AI computing clusters, driving operational efficiency and resource maximization. Pioneer innovative solutions to streamline support processes, enabling our team to manage an unprecedented scale of GPU resources Lead the charge in building a future-proof AI computing infrastructure, ensuring seamless scalability and resilience to power groundbreaking AI models and applications. Collaborate with multi-functional teams to identify bottlenecks and opportunities for optimization, continuously improving the performance and cost-effectiveness of our AI computing operations. Empower your team with the tools, processes, and standard methodologies necessary to thrive in a dynamic, high-intensity environment, fostering a culture of operational excellence and continuous improvement Knowledge of Other Operating Systems : Familiarity with Windows, FreeBSD or RTOS driver models for cross-platform development. Experience with FPGA, SoC, or Custom Hardware : Useful for teams working on nonstandard PCIe endpoints or accelerators. Performance Tuning : Skills in profiling and optimizing for low-latency, high-throughput data paths. Community Engagement : Involvement in Linux kernel mailing lists, conferences (such as Linux Plumbers Conference), or speaking at industry events.
Experience : 15+ years (Senior / SME level)
Required Skills :
- Proficiency in C / C++ programming languages
- Experience in GPU modeling and simulation
- Expertise in Computer Architecture
- Knowledge of Graphics / Compute APIs like OpenGL and / or DirectX, OpenCL and / or CUDA, Vulkan
- Strong debugging and problem-solving skills
- Understanding of GPU architecture and graphics pipeline
- Knowledge of software development life cycle and tools
- Excellent written and verbal communication skills
- Ability to work independently and collaboratively within a team
- Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field
- Experience in semiconductor design services is a plus
Responsibilities :
Desirable Additional Qualifications :
(ref : hirist.tech)
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Modeling • Bangalore
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