Full-Time
Senior Data Scientist
Fleet Health
Posted on 9/26/2025
Gridware
51-200 employees
Real-time grid monitoring and predictive maintenance
Compensation Overview
$175k - $200k/yr
San Francisco, CA, USA
Hybrid
 Data & Analytics (1) |
|---|
- Bachelor’s, Master’s degree, or PhD in Engineering, Statistics, Data Science, or a related quantitative field.
- 5+ years of applied experience in data science with large-scale, real-world systems (IoT, clean tech, connectivity, or related domains).
- Expertise in forecasting, anomaly detection, and predictive modeling, with experience handling time-series, sensor, or geospatial datasets.
- Proficiency in Python with scientific and ML libraries (NumPy, Pandas, SciPy, scikit-learn, Keras, PyTorch) and familiarity with data platforms (SQL, Spark, etc.).
- Strong communicator with the ability to design experiments, validate models, and translate technical findings into actionable insights for cross-functional teams.
- Develop predictive and forecasting models to anticipate device health issues, solar availability, and connectivity performance, driving proactive interventions and deployment planning.
- Define, test, and refine health thresholds to classify degradations, detect regressions, and optimize fleet performance across diverse operating conditions.
- Design and evaluate statistical tests and simulations to measure impact, uncover downtime drivers, and identify optimization opportunities.
- Collaborate with engineering, fleet operations, and software teams to embed intelligence into automated monitoring and remediation pipelines at scale.
- Communicate insights and contribute to scalable fleet intelligence frameworks that support growth from tens of thousands to millions of devices.
- Bonus Skills: Experience forecasting solar generation, connectivity performance, or energy resource availability.
- Bonus Skills: Exposure to distributed sensing systems in energy, seismic monitoring, aerospace, industrial IoT, or environmental science.
- Bonus Skills: Background in working with power-constrained, communication-constrained, or solar-powered devices.
- Bonus Skills: Experience scaling predictive systems across large and growing hardware fleets.
- This describes the ideal candidate; many of us have picked up this expertise along the way. Even if you meet only part of this list, we encourage you to apply.
Gridware provides a sensor-based platform that monitors electrical grid assets in real time by placing sensors on power poles. Real-time data from pole-mounted sensors is sent to analytics that detect imminent faults and wildfire hazards, enabling preventive maintenance. It differentiates itself with pole-mounted hardware and predictive analytics aimed specifically at reducing wildfire risk in wildfire-prone regions. Its goal is to improve public safety and grid reliability while lowering outages and wildfire-related liabilities for utilities.
Company Size
51-200
Company Stage
Series B
Total Funding
$97.3M
Headquarters
San Francisco, California
Founded
2020
Simplify's Take
What believers are saying
- $55M Series B in 2025 from Tiger Global and Generation Investment funds UK expansion.
- Ofgem's £80 billion UK grid upgrade supports Gridware's efficiency amid renewables growth.
- J.P. Morgan venture debt accelerates Gridware's US deployments and manufacturing scale.
What critics are saying
- Ampacimon locks European utilities with optical fiber sensing, blocking UK entry in 6 months.
- Sentrisense's FAA-approved drones undercut Gridware's sensors, eroding US contracts in 12 months.
- FERC Order 881 mandates free dynamic ratings by July 2025, commoditizing Gridware's subscriptions.
What makes Gridware unique
- Gridware deploys pole-mounted Gridscope sensors for real-time mechanical and environmental grid monitoring.
- Gridware's AI detects vegetation encroachment and faults during outages for all-hazards coverage.
- Gridware enables Active Grid Response with 90 million field hours of hazard prediction data.
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Benefits
Health Insurance
Dental Insurance
Vision Insurance
Paid Parental Leave
Unlimited Paid Time Off
Commuter Benefits
Company-paid training
Growth & Insights and Company News
6 month growth
↓ -2%1 year growth
↑ 1%2 year growth
↑ 3%Gridware, which makes sensors to evaluate electrical grid integrity and monitor power line hazards, has raised $55 million in a Series B round led by Al Gore's Generation Investment Management. The startup, which emerged from the CITRIS Foundry in spring 2020, plans to expand into Europe, beginning with the United Kingdom. The company's technology has reduced outages by up to 70% in some cases by preventing failures in advance or accelerating restoration after storms, according to CEO Tim Barat. The expansion comes as Ofgem, Great Britain's energy regulator, pursues an £80 billion network upgrade to accommodate increasing renewable power sources and surging data centre demand. Gridware's operational efficiency improvements aim to offset rising network expenses associated with the infrastructure upgrades.
Gridware raises $55M in Growth funding. Gridware, a San Francisco, CA-based grid-technology company, raised $55M in Growth funding. The round was led by Tiger Global and Generation Investment Management with participation from Sequoia Capital, Convective Capital, Fifty Years, True Ventures, Lowercarbon, and Y Combinator. The company intends to use the funds to expand its manufacturing capacity and scale deployment operations. Led by CEO Tim Barat, Gridware is a grid-technology company dedicated to improving safety and reliability on the electrical transmission and distribution systems. Its technology monitors the physical, mechanical, and environmental conditions of utility infrastructure to identify issues early, reduce outages, and support faster restoration. Its pole-mounted Gridscope system enables Active Grid Response (AGR) by measuring mechanical, electrical, and environmental signals and enabling real-time understanding of grid conditions, identifying hazards as they emerge.
Ventiva, developer of a thermal management technology designed to bridge the gap between active and passive thermal management in a solid-state form factor, raised $24.34 million through a combination of debt, Series C1 and Series C2 venture funding in a deal led by IAG Capital Partners.
Gridware last week raised $26.4 million in Series A financing, led by Seqoia Capital, with participation from existing backers Fifty Years, Lowercarbon Capital, True Ventures, and Convective Capital.
Gridware, a continuous power grid monitoring solution provider, today announced its Series A funding of $26.4 million led by Sequoia Capital.