Gridware is looking to optimize the performance, efficiency, and scalability of its fleet of IoT devices by applying change-management principles and conducting regression analysis to understand device behavior, forecast performance, and guide decisions around updates and configurations.
Requirements
- Strong background in data analysis, including regression analysis, statistical evaluation, and performance monitoring.
- Proficiency in SQL, Python, dashboards, or similar analytical tools to support data-driven decision-making.
- Applied regression, A/B testing, and causal inference in real-world systems
- Experience automating data workflows or supporting large-scale distributed systems
- Knowledge of matched-pairs experimentation and predictive modeling techniques
Responsibilities
- Develop and refine regression and diagnostic models to identify drivers of device degradation, connectivity issues, and environmental dependencies.
- Create repeatable change-management frameworks to measure, validate, and control updates across thousands of IoT devices.
- Lead over-the-air (OTA) firmware and configuration update strategies — including impact forecasting, validation, and rollback modeling.
- Partner with engineering and operations to evaluate proposed hardware or firmware changes through controlled experiments and regression-based impact analysis.
- Track and communicate key fleet-health metrics, surfacing insights that inform product improvements and operational decision-making.
- Act as the technical point-of-contact for field performance, driving data-backed recommendations that keep uptime near 99%.
- Serve as the single threaded owner of all fleet change management, balancing the cross-functional device performance and capability requirements while minimizing regressions in device health
Other
- Bachelor’s degree in Computer Science, Data Science, Statistics, or related field
- 3+ years in a data-focused role (Data Analyst, Data Scientist, or Data Engineer)
- Familiarity with change management practices, including impact assessment, documentation, and communication workflows.
- Excited about sustainability, clean tech, or energy analytics initiatives
- Health, Dental & Vision (Gold and Platinum with some providers plans fully covered)
- Paid parental leave
- Alternating day off (every other Monday)
