Observability Data Scientist
Graphcore is a Bristol-based AI chipmaker (IPU accelerators), a SoftBank subsidiary and a Molten Ventures portfolio company.
Maintainer signals as of 8/23/2026
About Graphcore
Graphcore (graphcore.ai) is a British semiconductor company building Intelligence Processing Units (IPUs) for AI workloads. Founded in Bristol in 2016, it was acquired by SoftBank in 2024. It is a portfolio company of Molten Ventures.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
You will transform hardware and infrastructure telemetry into predictions, insights, and automation. You will analyze time-series and large-scale telemetry data, build anomaly detection and forecasting models, shape feature pipelines and data quality, and turn observability signals into engineering decisions.
Requirements
- BSc MSc or PhD in Data Science Computer Science Statistics or a related field
- Strong experience analyzing time-series data and large-scale telemetry datasets
- Proficiency in Python including NumPy Pandas SciPy or machine-learning frameworks
- Experience with anomaly detection predictive modeling forecasting or signal-processing techniques
- Familiarity with observability stacks monitoring systems and time-series databases such as Prometheus or InfluxDB
- Clear communication skills
Responsibilities
- Analyze time-series data and large-scale telemetry datasets
- Build anomaly detection predictive modeling forecasting and signal-processing solutions
- Use Python and relevant scientific or machine-learning frameworks
- Work with observability stacks monitoring systems and time-series databases
- Shape data quality feature pipelines and analytics foundations
- Turn telemetry insights into engineering action
Benefits
- Flexible working
- Comprehensive healthcare and dental cover
- Premium medical and dental insurance with family extension option
- Phantom equity
- Fully funded Medicover gym card
- Death and disability insurance
- 4% employer retirement contribution
- Employee Assistance Programme
