
Graphcore · Austin
About us Graphcore is one of the world’s leading innovators in Artificial Intelligence compute. It is developing hardware, software and systems infrastructure...
About us
Graphcore is one of the world’s leading innovators in Artificial Intelligence compute. It is developing hardware, software and
systems infrastructure that will unlock the next generation of AI breakthroughs and power the widespread adoption of AI solutions
across every industry.
As part of the SoftBank Group, Graphcore is a member of an elite family of companies responsible for some of the world’s most
transformative technologies. Together, they share a bold vision: to enable Artificial Super Intelligence and ensure its benefits
are accessible to everyone.
Graphcore’s teams are drawn from diverse backgrounds and bring a broad range of skills and perspectives. A melting pot of AI
research specialists, silicon designers, software engineers and systems architects, Graphcore enjoys a culture of continuous
learning and constant innovation.
Job Summary
We are seeking an experienced Principal Hardware Diagnostics Engineer to design and develop diagnostics software used
to monitor hardware health and diagnose system-level issues across Graphcore’s AI infrastructure platforms.
This role focuses on building diagnostics agents, tools, and analytics frameworks that enable engineers and automation systems
to identify, isolate, and resolve hardware issues across blade-level servers and rack-scale clusters.
The Team
Graphcore is a globally recognised leader in Artificial Intelligence computing systems. The company designs advanced
semiconductors and data centre hardware that provide the specialised processing power needed to drive AI innovation, while
delivering the efficiency required to support its broader adoption.
The Systems Engineering and Platform Validation team ensures Graphcore’s AI compute platforms are reliable, diagnosable, and
operationally robust at scale.
The team collaborates with hardware engineering, firmware, cloud infrastructure, and automation teams to develop tools and
frameworks that monitor system health, detect hardware failures, and accelerate root-cause analysis across AI clusters.
Responsibilities and Duties
Candidate Profile
Essential
Desirable
In addition to a competitive salary, Graphcore offers flexible working and a comprehensive benefits package designed to support
your health, wellbeing and financial future. Our benefits include medical, dental and vision coverage, Flexible Spending Accounts
(FSAs), Health Savings Accounts (HSAs), disability and life insurance, a 401(k) retirement plan, commuter benefits, wellness
services and an Employee Assistance Programme (EAP). We welcome people of different backgrounds and experiences; we're committed
to building an inclusive work environment that makes Graphcore a great home for everyone. We offer an equal opportunity process
and understand that there are visible and invisible differences in all of us. We can provide a flexible approach to interview and
encourage you to chat to us if you require any reasonable adjustments.
ABOUT US Graphcore is one of the world’s leading innovators in Artificial Intelligence compute. It is developing hardware, software and systems infrastructure that will unlock the next generation of AI breakthroughs and power the widespread adoption of AI solutions across every industry. As part of the SoftBank Group, Graphcore is a member of an elite family of companies responsible for some of the world’s most transformative technologies. JOB SUMMARY We are seeking a highly skilled and hands-on Test Framework Software Engineer to develop, implement, and maintain robust test automation solutions that drive hardware quality and reliability across our AI hardware platforms. This role focuses on building scalable automation frameworks, translating hardware specifications into test solutions, and enabling efficient validation across development and production environments. THE TEAM You will work closely with hardware, systems, and product engineering teams to ensure high-quality validation of complex AI systems. The team operates across hardware platforms, system validation, and production test environments. RESPONSIBILITIES AND DUTIES - Design, implement, and extend test automation frameworks for hardware qualification and validation. - Translate hardware specifications into scalable, maintainable automated test suites. - Collaborate with cross-functional teams to ensure test coverage meets product and quality requirements. - Debug and troubleshoot issues in automation frameworks across environments and platforms. - Develop tooling to process, analyze, and visualize test data for actionable insights. - Optimize test execution efficiency and improve validation methodologies. - Communicate technical status, risks, and insights to engineering stakeholders. CANDIDATE PROFILE Essential: - Bachelor’s or Master’s degree or equivalent experience in Computer Science, Electrical Engineering, or related field. - Proven Experience in automation systems, test frameworks, or infrastructure. - Strong proficiency in Python, Bash, or similar scripting languages. - Experience with Linux/Unix environments and hardware testing frameworks. - Strong problem-solving skills and ability to work independently in cross-functional teams. - Experience building scalable, maintainable, and reliable automation systems. - Excellent communication and collaboration skills. Desirable: - Experience with test orchestration systems or automation infrastructure. - Familiarity with CI/CD pipelines and version control (e.g., Git). - Background in AI hardware, embedded systems, or BMC environments. - Experience integrating automated testing into manufacturing or deployment systems. In addition to a competitive salary, Graphcore offers flexible working and a comprehensive benefits package designed to support your health, wellbeing and financial future. Our benefits include medical, dental and vision coverage, Flexible Spending Accounts (FSAs), Health Savings Accounts (HSAs), disability and life insurance, a 401(k) retirement plan, commuter benefits, wellness services and an Employee Assistance Programme (EAP). We welcome people of different backgrounds and experiences; we're committed to building an inclusive work environment that makes Graphcore a great home for everyone. We offer an equal opportunity process and understand that there are visible and invisible differences in all of us. We can provide a flexible approach to interview and encourage you to chat to us if you require any reasonable adjustments.
ABOUT US Graphcore is one of the world’s leading innovators in Artificial Intelligence compute. It is developing hardware, software and systems infrastructure that will unlock the next generation of AI breakthroughs and power the widespread adoption of AI solutions across every industry. As part of the SoftBank Group, Graphcore is a member of an elite family of companies responsible for some of the world’s most transformative technologies. JOB SUMMARY We are seeking a highly skilled and hands-on Test Framework Software Engineer to develop, implement, and maintain robust test automation solutions that drive hardware quality and reliability across our AI hardware platforms. This role focuses on building scalable automation frameworks, translating hardware specifications into test solutions, and enabling efficient validation across development and production environments. THE TEAM You will work closely with hardware, systems, and product engineering teams to ensure high-quality validation of complex AI systems. The team operates across hardware platforms, system validation, and production test environments. RESPONSIBILITIES AND DUTIES - Design, implement, and extend test automation frameworks for hardware qualification and validation. - Translate hardware specifications into scalable, maintainable automated test suites. - Collaborate with cross-functional teams to ensure test coverage meets product and quality requirements. - Debug and troubleshoot issues in automation frameworks across environments and platforms. - Develop tooling to process, analyze, and visualize test data for actionable insights. - Optimize test execution efficiency and improve validation methodologies. - Communicate technical status, risks, and insights to engineering stakeholders. CANDIDATE PROFILE Essential: - Bachelor’s or Master’s degree in Computer Science, Electrical Engineering, or related field. - Extensive experience (10–15+ years) in automation systems, test frameworks, or infrastructure. - Strong proficiency in Python, Bash, or similar scripting languages. - Experience with Linux/Unix environments and hardware testing frameworks. - Strong problem-solving skills and ability to work independently in cross-functional teams. - Experience building scalable, maintainable, and reliable automation systems. - Excellent communication and collaboration skills. Desirable: - Experience with test orchestration systems or automation infrastructure. - Familiarity with CI/CD pipelines and version control (e.g., Git). - Background in AI hardware, embedded systems, or BMC environments. - Experience integrating automated testing into manufacturing or deployment systems. In addition to a competitive salary, Graphcore offers flexible working and a comprehensive benefits package designed to support your health, wellbeing and financial future. Our benefits include medical, dental and vision coverage, Flexible Spending Accounts (FSAs), Health Savings Accounts (HSAs), disability and life insurance, a 401(k) retirement plan, commuter benefits, wellness services and an Employee Assistance Programme (EAP). We welcome people of different backgrounds and experiences; we're committed to building an inclusive work environment that makes Graphcore a great home for everyone. We offer an equal opportunity process and understand that there are visible and invisible differences in all of us. We can provide a flexible approach to interview and encourage you to chat to us if you require any reasonable adjustments.
ABOUT US Graphcore is one of the world’s leading innovators in Artificial Intelligence compute. It is developing hardware, software and systems infrastructure that will unlock the next generation of AI breakthroughs and power the widespread adoption of AI solutions across every industry. As part of the SoftBank Group, Graphcore is a member of an elite family of companies responsible for some of the world’s most transformative technologies. Together, they share a bold vision: to enable Artificial Super Intelligence and ensure its benefits are accessible to everyone. Graphcore’s teams are drawn from diverse backgrounds and bring a broad range of skills and perspectives. A melting pot of AI research specialists, silicon designers, software engineers and systems architects, Graphcore enjoys a culture of continuous learning and constant innovation. JOB SUMMARY Reporting to senior leadership within Architecture and Validation, the Debug Validation Lead will drive post-silicon debug and validation activities for next-generation AI compute silicon and systems. The role is responsible for leading teams focused on identifying, reproducing, analysing and resolving complex silicon, firmware and system-level issues during bring-up, characterization and product readiness. This position combines deep technical debugging expertise with strong cross-functional collaboration across multiple engineering disciplines. The role will work closely with architecture, RTL, firmware, software and systems teams to improve debug methodologies, accelerate issue resolution and strengthen validation coverage. The role will work closely with architecture, RTL, firmware, software, systems and platform teams to improve debug methodologies, accelerate issue resolution and strengthen validation coverage. THE TEAM The Post-Silicon Debug and Validation team sits within the Architecture and Validation organisation and is responsible for bring-up, debug and validation of Graphcore silicon and systems. The team works across the full product lifecycle, supporting first silicon bring-up, subsystem validation, system integration and production readiness activities. Engineers collaborate closely with hardware, firmware, software and systems teams to investigate complex failures, develop debug methodologies and improve validation infrastructure. RESPONSIBILITIES AND DUTIES * Lead post-silicon debug and validation activities for AI compute silicon and platform technologies * Contribute to debug and validation activities across multiple projects and milestones * Drive prioritisation, planning and execution of debug and validation activities across multiple projects and milestones * Investigate and resolve complex silicon, firmware, software and system-level issues during bring-up and validation * Develop structured debug methodologies and failure analysis processes to improve issue resolution efficiency * Collaborate closely with architecture, RTL, firmware, software and systems engineering teams to identify root causes and implement corrective actions * Drive debug of CPU, memory, interconnect and high-speed I/O subsystems under functional, stress and workload conditions * Develop and enhance automated debug, regression and validation infrastructure using Python and related technologies * Analyse logs, traces, telemetry and hardware data to isolate and characterize system failures and performance issues * Support development of validation tests, debug tooling and custom diagnostics to improve coverage and observability * Define validation metrics, debug workflows and reporting standards to ensure consistent and repeatable analysis * Drive continuous improvement of debug processes, validation methodologies and engineering workflows * Communicate technical risks, status and recommendations clearly to engineering leadership and cross-functional stakeholders * Support silicon readiness reviews and contribute to product quality and release decisions * Contribute to continuous improvement of debug methodologies, validation infrastructure and engineering workflows CANDIDATE PROFILE ESSENTIAL: * Strong experience in bare metal environments * Good knowledge of SoC and platform architectures * Expertise in debug infrastructure and post-silicon debug methodologies * Strong programming skills in Python, C, or debug scripting languages such as CMM * Highly motivated self-starter with a collaborative and team-oriented approach * Ability to work across teams and programming languages to identify root causes of deep and complex issues * Experience of the post-silicon validation process applied in digital ASIC environments * Strong Linux and Python experience * Exceptional communication skills and the ability to collaborate effectively to solve complex problems * Excellent problem-solving, analytical and diagnostic skills * Deep knowledge of scan, DFT, JTAG and trace infrastructure * Strong debug skills including fault tree analysis, failure isolation, fishbone methodologies and system-level debug techniques * Ability to work independently on technically complex debug and validation activities across hardware, firmware and software domains DESIRABLE * Understanding of DFT flows from insertion through post-silicon validation * Experience developing tooling for parsing and analysing debug data, including scan dump parsing * Driver-level experience with one or more of the following technologies: * PCIe * Ethernet * Memory technologies including LPDDR, DDR and HBM * Peripheral interfaces such as I2C, I3C and SPI * Experience using CoreSight and similar debug infrastructure including CTI, ETx, DStream, JLink, Lauterbach, ATB and STM * Good knowledge of mixed-signal building blocks such as PLLs, high-speed PHYs and IC control/communication protocols * Experience with Arm CPU architectures, system IP and associated debug tooling * Experience with AMBA protocols * Understanding of ML applications and associated workloads * Experience in characterization, failure analysis, test development, statistical analysis and customer support