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 8/14/2026
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 insights, predictions, and automation. You will analyse data centre, system, and silicon signals, build models for anomaly detection and failure forecasting, and shape data quality, feature pipelines, and analytics foundations with telemetry platform engineers.
Requirements
- Data science
- Data analysis
- Time-series analysis
- Telemetry analysis
- Python
- NumPy
- Pandas
- SciPy
- Machine learning
- Anomaly detection
- Predictive modelling
- Forecasting
- Signal processing
- Observability
- Monitoring
- Prometheus
- InfluxDB
- Statistics
- Bachelor's degree
- Master's degree
- PhD
Responsibilities
- Transform infrastructure telemetry into intelligence
- Analyse hardware and infrastructure signals
- Analyse data centre telemetry
- Analyse system telemetry
- Analyse silicon telemetry
- Build anomaly detection models
- Forecast failures
- Optimise system behaviour
- Shape data quality
- Develop feature pipelines
- Build analytics foundations
- Turn observability data into engineering decisions
Benefits
- Flexible working
- Medical insurance
- Dental insurance
- Phantom equity
- Medicover gym card
- Fitness support
- Wellbeing support
- Death insurance
- Disability insurance
- Retirement savings
- 4% employer contribution
- Employee Assistance Programme