Head of Telematics Data Science
London, England, United Kingdom
GBP 45K-55K (estimate) Executive-level Full Time
Tasks
- Advise business on telematics science
- Build and mentor data science team
- Define research agenda
- Detect human behavior from sensor data
- Develop on device machine learning models
- Develop predictive machine learning models
- Ensure fair pricing model obligations
- Estimate crash severity
- Handle sensor and handset heterogeneity
- Integrate map and road context into models
- Integrate telematics predictions into insurance pricing
- Lead telematics data science
- Own model impact metrics in production
- Set technical roadmap
- Transfer models across markets
Perks/Benefits
- Annual performance bonus
- Hybrid work
- Learning budget
- Pension
- Private medical insurance
- Share options
Skills/Tech-stack
Accelerometer | Apache Flink | Apache Spark | Data Processing | Deep learning | Device Machine Learning | Embedded Machine Learning | Fairness | GPS | Kafka | Machine Learning | On-device Machine Learning | Python | Reproducible pipelines | Signal Processing | Time Series | Version control
Education
Roles
Data Science | Head | Head of Data | Head of Data Science | Head of Machine Learning
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