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Gpu Performance Engineer Jobs in Ohio (NOW HIRING)

General Motors

Staff ML Compiler Engineer

Columbus, OH · On-site

You'll join a group of deep compiler, systems, and GPU engineers who enjoy working on hard problems, diving into MLIR/ONNX and CUDA/TensorRT internals, and mentoring others on performance engineering.

Hartzell Propeller

Quality Engineer

Piqua, OH

$65K - $84K/yr

... performance. 7) Become cross trained in all Quality Assurance Engineering functions at Hartzell ... Our GPU benefit is unique to the industry and encourages all employees to think like owners and ...

Hartzell Propeller

Quality Engineer

Piqua, OH · On-site

$65K - $84K/yr

... performance. 7) Become cross trained in all Quality Assurance Engineering functions at Hartzell ... Our GPU benefit is unique to the industry and encourages all employees to think like owners and ...

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Gpu Performance Engineer information

What are some common challenges faced by GPU Performance Engineers when optimizing graphics workloads?

GPU Performance Engineers often encounter challenges such as identifying performance bottlenecks within complex graphics pipelines, balancing resource utilization, and achieving optimal frame rates across diverse hardware configurations. They must use specialized profiling tools and collaborate closely with developers, driver engineers, and QA teams to address issues like memory bandwidth limitations or shader inefficiencies. Staying updated with rapidly evolving GPU architectures and optimizing for both current and next-generation hardware are also key aspects of the role.

What is a GPU Performance Engineer?

A GPU Performance Engineer is a specialist who analyzes, optimizes, and improves the performance of graphics processing units (GPUs). They work on identifying bottlenecks, optimizing code, and ensuring that GPU hardware and software deliver maximum efficiency and speed. Their role may involve working with drivers, firmware, and applications to enhance graphics and compute workloads. This job is essential in industries like gaming, AI, and high-performance computing where GPU efficiency directly impacts user experience and system performance.

What are the key skills and qualifications needed to thrive as a GPU Performance Engineer, and why are they important?

To thrive as a GPU Performance Engineer, you need a strong background in computer architecture, programming (C/C++), and a degree in computer science, electrical engineering, or a related field. Proficiency with GPU profiling tools (e.g., NVIDIA Nsight, AMD Radeon GPU Profiler), performance analysis frameworks, and parallel computing libraries like CUDA or OpenCL is typically required. Analytical thinking, problem-solving abilities, and effective communication are crucial soft skills for collaborating with developers and debugging performance bottlenecks. These skills and qualities are essential for optimizing GPU performance, ensuring efficient software-hardware interaction, and delivering high-quality graphics or compute solutions.

What is the difference between Gpu Performance Engineer vs Gpu Hardware Engineer?

AspectGpu Performance EngineerGpu Hardware Engineer
Primary FocusOptimizing GPU performance, benchmarking, and tuning softwareDesigning, developing, and testing GPU hardware components
Required SkillsProgramming, performance analysis, GPU architecture knowledgeHardware design, circuit analysis, FPGA/ASIC experience
Work EnvironmentSoftware development teams, labs for testing performanceHardware labs, manufacturing facilities, R&D centers
Common CertificationsNone specific, often requires computer engineering or related degreesElectrical engineering, VLSI design certifications

The Gpu Performance Engineer primarily focuses on optimizing and testing GPU software performance, while the Gpu Hardware Engineer designs and develops the physical GPU components. Both roles require a strong background in computer engineering, but differ in their core responsibilities and work environments.

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Gpu Performance Engineer jobs near you
Software Engineer, Performance & Optimization - US Hybrid OH/MI

Software Engineer, Performance & Optimization - US Hybrid OH/MI

Siemens

Milford, OH • On-site

$121K/yr

Other

Posted 20 days ago

Siemens rating

7.7

Company rating: 7.7 out of 10

Based on 98 frontline employees who took The Breakroom Quiz

190th of 356 rated engineering

Job description

Software Engineer, Performance & Optimization - US Hybrid OH/MI

Are you a skilled Software Engineer with a passion for optimizing performance and unraveling complex system behaviors? We're on the lookout for a talented individual to join our team at Siemens and play a pivotal role in ensuring the efficiency and scalability of our very large enterprise applications. In this position, you will dive deep into the architecture and execution of our software, exploring the intersection of architecture and infrastructure, and identifying and resolving performance bottlenecks to deliver a seamless user experience for our global customers and internal stakeholders. If you thrive on challenges, possess a keen analytical mind, and love to see applications run at their peak within an innovative, industry-leading environment like Siemens, we'd love to hear from you!

Key Responsibilities:

  • Performance Analysis: Analyze and understand the resource consumption and performance characteristics of large-scale enterprise applications.
  • Bottleneck Identification: Investigate and pinpoint performance bottlenecks related to machine-level and infrastructure resources, including GPU, CPU, and memory, within our complex software ecosystem.
  • Problem Solving & Debugging: Proactively diagnose and debug complex performance issues, implementing effective solutions to optimize application efficiency and reliability for Siemens' products and services.
  • SDLC Integration: Apply a strong understanding of the Software Development Life Cycle (SDLC) to influence application design and development for optimal runtime execution, aligning with Siemens' engineering standards.
  • Monitoring & Telemetry: Utilize monitoring and telemetry tools to gather insights, track performance metrics, and identify areas for improvement.

Impact You'll Make:

By meticulously identifying and eliminating performance bottlenecks, you will directly contribute to freeing up valuable computational resources. This optimization will not only enhance the user experience for our diverse customer base but also lead to significant savings in operational costs, reduce infrastructure strain, and accelerate development cycles, ultimately driving greater efficiency and innovation across the company.

Required Skills & Experience:

  • Experience: 5+ years of hands-on experience troubleshooting and optimizing performance in large enterprise applications, with a proven track record of implementing process automation for build and test procedures.
  • Domain Knowledge: Demonstrated experience with desktop ECAD and MCAD applications, particularly Siemens NX and Xpedition, with a focus on performance optimization and workflow efficiency improvements. Familiarity with Siemens NX is required.
  • Programming Languages: Proficiency in C, C++, Java, and JavaScript.
  • Infrastructure Acumen: Solid understanding of infrastructure concepts and how applications interact within various environments.
  • Analytical Prowess: Exceptional problem-solving and debugging skills with a systematic approach to performance optimization.
  • Application Performance Management (APM): Demonstrated experience with APM tools to detect performance and threading issues commonly used in large enterprises such as Datadog, Dynatrace, New Relic, or similar.

Join our team and help us build the future of software delivery at Siemens! Working at Siemens Software means flexibility - choosing between working at home and the office at other times is the norm here. We offer great benefits and rewards, as you'd expect from a world leader in industrial software.

A collection of over 377,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we welcome applications that reflect the diversity of the communities we work in. All employment decisions at Siemens are based on qualifications, merit, and business need. Bring your curiosity and creativity and help us shape tomorrow!

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