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Linux GPU Architect

2 months ago

Bethesda, Maryland, United States Base-2 Solutions Full time

Job Summary

Base-2 Solutions is seeking a highly skilled Linux GPU Architect to join our team. As a key member of our engineering team, you will be responsible for designing and optimizing GPU architectures for our Linux-based systems.

Key Responsibilities

  • GPU Architecture and Design: Collaborate with our multidisciplinary team to define, develop, and optimize GPU architectures, ensuring they meet stringent performance, power efficiency, and feature requirements.
  • Operating System Integration: Work closely with our operating system developers to ensure smooth GPU integration with Linux-based systems. Optimize GPU drivers for compatibility, performance, and reliability in a Linux environment.
  • Hardware Expertise: Contribute to the design and development of GPU hardware, providing insights into hardware architecture to ensure efficient interaction with software components.
  • CUDA/OpenCL Programming: Develop and optimize applications using CUDA or OpenCL, harnessing the full potential of GPU hardware for parallel processing, high-performance computing, and machine learning on Linux platforms.
  • Performance Analysis: Analyze GPU performance, identify bottlenecks, and develop strategies to enhance performance across various applications in Linux, addressing both hardware and software considerations.
  • GPU Tooling: Create and maintain debugging tools, profiling utilities, and performance analysis software tailored for Linux systems to facilitate efficient GPU development and troubleshooting.
  • Power Efficiency: Work on power management techniques to optimize GPU power consumption, ensuring efficient operation on both mobile and desktop Linux platforms.
  • Testing and Validation: Design and execute tests to validate GPU performance and functionality on Linux, including stress testing, benchmarking, and debugging to ensure robust operation.
  • Documentation: Maintain comprehensive technical documentation, including architectural specifications, code documentation, and Linux-specific best practices for GPU development.
  • Industry Insight: Stay updated on the latest trends, innovations, and competitive landscapes within the GPU industry, contributing to research efforts and proposing Linux-specific approaches to GPU design and optimization.

Requirements

  • Bachelor's or higher degree in Computer Science, Electrical Engineering, or a related field.
  • 10+ years of relevant systems engineering experience.
  • Proven experience in GPU architecture design and GPU performance optimization.
  • Expertise in operating system integration for Linux.
  • Strong understanding of computer hardware architecture, particularly as it relates to Linux systems.
  • Knowledge of parallel computing, graphics algorithms, and real-time rendering in Linux environments.
  • Familiarity with GPU debugging tools and profiling software for Linux.
  • Excellent problem-solving skills and the ability to collaborate within a team.
  • Strong communication skills for conveying technical information in a Linux context.
  • Proficiency with scripting languages such as Python or BASH.
  • Proficiency with automation tools such as Ansible, Puppet, Salt, Terraform, etc.

Desired Skills and Experience

  • Published research or contributions in the GPU industry, especially related to Linux.
  • Experience with machine learning and neural network frameworks on GPUs in Linux.
  • Knowledge of GPU virtualization, cloud computing, and emerging Linux-based technologies in the field.
  • Proficiency in programming languages such as GPU-specific languages.
  • Experience with container technologies (Docker, Kubernetes).
  • Experience with Prometheus/Grafana for monitoring.
  • Knowledge of distributed resource scheduling systems (Slurm, LSF, etc.).
  • Familiarity with CUDA and managing GPU-accelerated computing systems.
  • Basic knowledge of deep learning frameworks and algorithms.

Benefits

  • Above market fixed salary or hourly pay.
  • Up to $10,000 bonus for each referral.
  • Additional bonuses for exceptional performance, assisting with business development and company growth.
  • 100% paid premiums for health insurance.
  • HSA and FSA options.
  • 100% paid premiums for dental insurance.
  • 100% paid premiums for vision insurance.
  • 100% paid premiums for short-term disability.
  • 100% paid premiums for long-term disability.
  • 100% paid premiums for accidental death & dismemberment.
  • 100% paid premiums for life insurance with a $200,000 max benefit.
  • 8% company contribution to 401k with immediate vesting.
  • 401k pre-tax and Roth options.
  • Up to 20 days of flexible paid time off (PTO).
  • 11 days of paid floating holidays.
  • Flexible work schedules including flex time and compressed work period.
  • Remote work including partial or fully remote (contract and project-dependent).