- Remote, Ukraine
- Remote
- Senior
- 5+ years
Support the design and implementation of an AI-driven Predictive Maintenance solution for industrial equipment.
Responsibilities
- Analyze historical equipment, maintenance, operational, sensor and telemetry data to identify patterns associated with equipment degradation and failures.
- Work with domain experts to understand failure modes, their potential indicators, and whether available data provides sufficient predictive signals.
- Perform exploratory data analysis, data profiling, statistical analysis, correlation analysis and feature discovery.
- Assess data quality, completeness, frequency and predictive value before model development.
- Identify and engineer relevant features from time-series and operational data.
Requirements
- Nice to have: manufacturing
- Nice to have: industrial equipment
- Nice to have: IoT
- Nice to have: vending
- Nice to have: cooling equipment