Staff Analytics Engineer
Edinburgh, United Kingdom
GBP 59K-60K (estimate) Senior-level Full Time
Tasks
- Apply machine learning for failure detection
- Capture domain knowledge from subject matter experts
- Create derivative analytics for equipment variants
- Define product requirements with product engineering
- Deliver analytics solutions
- Design and build analytic blueprint packages
- Ensure trusted source of truth for analytics usage
- Gather end user and customer requirements
- Integrate work products into team delivery
- Maintain analytics blueprint library
- Orchestrate analytics techniques
- Provide technical materials and education during commercial cycles
- Review technical documents like piping and instrumentation diagrams
- Support development of new software generations
- Write analytics functional documentation
Perks/Benefits
Skills/Tech-stack
Algorithms | Analytics | Component analysis | Data Analysis | Decision Trees | Equipment reliability | Failure mode analysis | Instrumentation diagrams | Kernel Regression | MATLAB | Machine Learning | Nonparametric Regression | Physics-Based Modeling | Piping and Instrumentation Diagrams | Predictive Maintenance | Principal Component Analysis | Python | Python Scripting | R | Regression | SAS | SDLC | Sensor data | Similarity-based Modeling | Statistical modeling | Support Vector Machines | Vector machines
Education
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