Graphcore Interview Guide

Based on 67 interview reportsUpdated weekly

Everything we know about interviewing at Graphcore: what each round tests and compensation by level.

Software EngineerResearch ScientistMachine Learning EngineerQA Engineer

01Skills

What Graphcore evaluates

How often each skill shows up across reported interview loops.

Python100%Machine Learning Engineering100%QA Engineering (Quality Assurance)100%Machine Learning100%Data Structures & Algorithms97%Attention Mechanisms96%Large Systems for ML96%Hardware System Testing96%Problem Solving (Algorithmic Reasoning)94%Transformers93%Scalable Machine Learning Systems93%Deep Learning65%

02Role guides

Interview guides by role

Each guide has the questions Graphcore interviewers actually ask, the loop structure, and total compensation by level.

4roles

Machine Learning Engineer

1. What is a Machine Learning Engineer at Graphcore? As a Machine Learning Engineer at Graphcore, you are at the cutting edge of hardware-software co-design. You will work on the Intelligence Processing Unit (IPU) architecture, pushing the boundaries of how machine learning models are trained and deployed at scale. Your...

$59k–$79kView

QA Engineer

1. What is a QA Engineer at Graphcore? As a QA Engineer—specifically operating within the Hardware System Test and Test Development domains—you are a foundational pillar of Graphcore’s mission to revolutionize machine intelligence. Your work ensures that the Intelligence Processing Unit (IPU) hardware and its associated systems meet the extreme...

$46k–$66kView

Research Scientist

1. What is a Research Scientist at Graphcore? As a Research Scientist at Graphcore, you are at the intersection of cutting-edge machine learning and high-performance hardware architecture. Your work is fundamental to maximizing the efficiency and performance of Graphcore’s unique IPU (Intelligence Processing Unit) technology. You will be tasked with...

View guideView

Software Engineer

1. What is a Software Engineer at Graphcore? A Software Engineer at Graphcore plays a pivotal role in bridging the gap between high-performance silicon and the complex software ecosystems that power modern machine learning. You are not just writing code; you are building the foundations for hardware acceleration, optimizing compilers,...

$46k–$82kView

03Compensation

What Graphcore pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $64k

LevelBaseStockBonus / yrTotal comp

All levels$46k–$79k——$46k–$82k

Ranges blend verified compensation data points · base + stock + annual bonus shown. Estimates only.

04FAQ

Graphcore interview FAQ

Answered from real candidate and workplace data, marked up for rich results.

How hard is the Graphcore interview?

Candidates most commonly rate Graphcore interviews as medium, based on 67 reported interviews.

How much does Graphcore pay for data roles?

Reported total comp for data roles at Graphcore ranges from roughly $46k to $82k per year, varying by level, team, and location.

What topics does Graphcore test in interviews?

Graphcore interviews most often cover Deep Learning, Python, Machine Learning Engineering, QA Engineering (Quality Assurance), and Machine Learning. The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at Graphcore?

Dataford has interview guides for 4 roles at Graphcore, including Machine Learning Engineer, QA Engineer, Research Scientist, and Software Engineer.

Ready for your Graphcore interview?

Practice the exact questions from this guide with AI feedback, and walk into your loop knowing what to expect.

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Roles at Graphcore

Graphcore Machine Learning Engineer Graphcore QA Engineer Graphcore Research Scientist Graphcore Software Engineer All 4 roles

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