Observability, Data Scientist

Graphcore; Województwo pomorskie; On-site; PLN 351,000 - 474,000; Full time

Benefits offered by this job

Flexible working

Healthcare and dental

Phantom equity

Gym access

Life and disability insurance

Retirement plan

EAP support

Job summary

Graphcore is seeking a Data Scientist / Data Analyst to turn telemetry from hardware, power, and networking into insights that predict issues before they disrupt AI compute. You will transform time-series signals into models that forecast failures and optimize system behaviour.

You will partner with telemetry engineers to build data quality pipelines and analytics foundations, applying observability data to drive autonomous decisions and improve reliability across the compute stack.

Qualifications

• BSc, MSc or PhD in Data Science, Computer Science, Statistics or a related field.
• Strong experience analysing time-series data and large-scale telemetry datasets.
• Proficiency in Python, including NumPy, Pandas, SciPy or machine learning frameworks.
• Experience with anomaly detection, predictive modelling, forecasting or signal processing techniques.
• Familiarity with observability stacks, monitoring systems and time-series databases such as Prometheus or InfluxDB.
• Clear communication skills, with the ability to turn data insights into engineering action.

Responsibilities

• Turn Graphcore’s infrastructure telemetry into intelligence that predicts issues before they disrupt AI compute.
• Transform hardware and infrastructure signals into insight, prediction and automation.
• Partner with telemetry platform engineers to shape data quality, feature pipelines and analytics foundations.
• Turn observability systems into data-driven control loops.
• Help Graphcore build more reliable, efficient and intelligent AI infrastructure.

Education

Bachelor/Master/PhD in Data Science, Computer Science, Statistics or related field

Time-series analysis

Python (NumPy, Pandas, SciPy)

Anomaly detection

Forecasting

Observability tools (Prometheus, InfluxDB)

Communication skills

Tools

Prometheus

InfluxDB

Job description

Salary Range: PLN 350,700 - 474,400 + Benefits + Equity

Subject to alignment to the responsibilities and duties of the role.

About The Job

Turn Graphcore’s infrastructure telemetry into intelligence that predicts issues before they disrupt AI compute.

As a Data Scientist / Data Analyst, you will transform hardware and infrastructure signals into insight, prediction and automation.

You will work across data centre, system and silicon telemetry, from clusters and networking to power, thermals and error signals. Your models will help detect anomalies, forecast failures and optimise system behaviour.

You will partner with telemetry platform engineers to shape data quality, feature pipelines and analytics foundations. Your work will turn observability systems into data-driven control loops.

This is a rare chance to apply data science close to the hardware. You will help Graphcore build more reliable, efficient and intelligent AI infrastructure.

The team and culture

You will work with telemetry, platform, hardware and software engineers who are solving problems across the full compute stack. The team moves from signal to action quickly, using data to guide engineering decisions.

Ownership matters here. You will define patterns, challenge assumptions and turn complex telemetry into decisions engineers can trust.

Decisions are shaped by evidence, technical judgement and open debate. You will be expected to speak up, act fast and take responsibility for outcomes.

What we’re looking for

• BSc, MSc or PhD in Data Science, Computer Science, Statistics or a related field.
• Strong experience analysing time-series data and large-scale telemetry datasets.
• Proficiency in Python, including NumPy, Pandas, SciPy or machine learning frameworks.
• Experience with anomaly detection, predictive modelling, forecasting or signal processing techniques.
• Familiarity with observability stacks, monitoring systems and time-series databases such as Prometheus or InfluxDB.
• Clear communication skills, with the ability to turn data insights into engineering action.

While we have outlined a set of requirements, we value transferable skills and diverse experiences.

Benefits

• Flexible working: Balance your work and personal life with greater flexibility
• Comprehensive healthcare and dental cover: Premium medical and dental insurance, with the option to extend cover to your family
• Phantom equity: Share in Graphcore’s success
• Fitness and wellbeing support: A fully funded Medicover gym card, giving you access to a wide range of gyms, fitness classes and leisure centres
• Financial protection: Death and disability insurance, providing financial security for you and your loved ones
• Retirement savings: Build your financial future, with a 4% employer contribution from Graphcore, alongside your own contributions
• Employee Assistance Programme (EAP): Confidential advice and support for you and your family across a range of personal, financial and wellbeing matters

Sponsorship

Applicants must have the legal right to work in Poland. Unfortunately, we are unable to provide visa sponsorship or support visa applications for this role.

Join the Team at Graphcore

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 brings together deep expertise to solve complex problems and deliver meaningful progress in AI compute.

We welcome people from all backgrounds and experiences and are committed to building an inclusive environment where everyone can do their best work.

We’re an equal opportunity employer and recognise that everyone brings different strengths and perspectives. If you need any adjustments during the interview process, just let us know - we’re happy to support you.