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