Data Scientist, Reliability Engineering
Company Headquarters, United States
USD 117K-160K (estimate) Mid-level Full Time
Tasks
- Apply time series analysis for failure likelihood and uncertainty
- Build dashboards and leading indicators for reliability visibility
- Build statistical and machine learning models for degradation detection
- Deliver reusable analytics products with monitoring and change control
- Design and maintain data pipelines for reliability datasets
- Educate stakeholders on model interpretation and uncertainty
- Establish data quality standards and validation checks
- Structure data for RCA and FMEA post incident learning
- Translate analytics into reliability risk reduction recommendations
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Dashboards | Data Pipelines | Data Quality | FMEA | Forecasting | Machine Learning | Probabilistic Risk | Python | RCA | SQL | Series analysis | Statistical modeling | Survival analysis | Time Series | Time Series Analysis
Education
Roles
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