Data Scientist, Forecasting
Gridware
公司概况
他们的工作
Gridware是一家开创性的初创公司,专注于通过创新技术增强电网的韧性。他们的核心产品,主动电网响应(AGR),利用安装在电杆上的Gridscope传感器实时监测配电电力线路的各种条件。这些传感器由太阳能供电,并通过设备对设备、蜂窝和卫星网络进行通信,确保无论电网电压如何都能持续运行(来源:gridware.io)。该技术旨在检测一系列问题,包括植被接触、倒下的电线和设备故障,使公用事业公司能够进行预测性维护和动态断电,以防止野火和停电(来源:cbsnews.com)。目标市场包括美国电力公用事业,特别是在加利福尼亚州和中西部等易发生野火的地区,并计划未来进行国际扩展(来源:promptloop.com)。他们的产品与公用事业运营管理系统无缝集成,覆盖超过9000万的现场工时,并通过合作伙伴关系服务于40%的美国客户(来源:gridware.io)。
项目与业绩
Gridware已成功在八个州部署了大约13,000个传感器,特别是在加利福尼亚州的高风险野火区域,覆盖约1,000英里的电力线路。他们的技术被认为能够防止野火,报告显示其警报成功阻止了冒烟的植被点燃(来源:cbsnews.com)。值得注意的整合包括与PG&E的高阻抗故障检测合作,以及与Puget Sound Energy的试点项目,旨在改善风暴和野火修复的优先级。在一个案例中,加利福尼亚北部的一个电路停电巡逻时间减少了70%,而中西部的一家公用事业公司在四个电路上节省了400,000分钟的停电时间(来源:gridware.io)。正在进行的项目包括与NorthWestern Energy在蒙大拿州城市的2024年试点,专注于实时资产监测以减轻野火风险(来源:northwesternenergy.com)。
近期发展
在过去两年中,Gridware筹集了大量资金以支持其增长和扩展努力。在2024年,他们宣布了一轮由红杉资本主导的2640万美元的A轮融资,此前在2023年获得了由Lowercarbon Capital和Fifty Years共同主导的1050万美元种子扩展融资(来源:gridware.io)。这笔资金旨在增强他们在美国的运营并为国际部署做准备。此外,Gridware因其创新技术而获得认可,包括在2022年被《时代》杂志评选为最佳发明之一,因其Gridscope传感器而受到关注,并在2023年被《福布斯》评选为30位30岁以下的杰出人物(来源:engineering.berkeley.edu)。该公司继续深化与公用事业的合作关系,包括计划于2024年底与NorthWestern Energy进行试点项目(来源:northwesternenergy.com)。
在这里工作
Gridware提供多种以工程为中心的职位,包括软件工程、电气设计工程、数据工程和技术招聘等职位。该公司由电工和工程师组成,反映出一种强调与现场工人合作的文化,以及以使命为导向的野火预防方法(来源:climatepeople.com)。招聘主要集中在他们的湾区总部,他们正在迅速扩展团队以支持传感器的生产和部署工作。Gridware的文化被描述为严格且以使命为导向,强烈关注实现实际成果,例如其技术记录的显著现场工时(来源:gridware.io)。虽然来源中没有详细说明具体的员工福利,但公司的风险投资背景表明可能会提供具有竞争力的初创公司福利(来源:cbsnews.com)。
最后更新于 2月 23, 2026 | 报告问题
Gridware is a San Francisco-based technology company dedicated to protecting and enhancing the electrical grid. We pioneered a groundbreaking new class of grid management called active grid response (AGR), focused on monitoring the electrical, physical, and environmental aspects of the grid that affect reliability and safety. Gridware's advanced Active Grid Response platform uses high-precision sensors to detect potential issues early, enabling proactive maintenance and fault mitigation. This comprehensive approach helps improve safety, reduce outages, and ensure the grid operates efficiently. The company is backed by climate-tech and Silicon Valley investors. For more information, please visit www.Gridware.io.
Role Description
As a Senior Data Scientist, you will be directly embedded into Gridware's operations and analytics team and play a critical role in helping forecast weather based events, staffing of analysts, and gain a deeper understanding of how dynamic Gridware's operations center can be.
Responsibilities
- Build and productionize forecasting models to predict weather-driven grid events, hazard incidence, and downstream operational workload.
- Develop demand forecasts for analyst staffing, incorporating weather signals, seasonality, geographic deployment footprint, and historical event patterns.
- Quantify relationships between environmental factors (e.g., wind, precipitation, temperature, vegetation conditions) and hazard/event types across service territories.
- Design end-to-end modeling pipelines, including data ingestion, feature engineering, model validation, deployment, and monitoring.
- Establish model performance tracking, drift detection, and retraining strategies to ensure reliability in dynamic conditions.
- Translate model outputs and uncertainty into clear, actionable recommendations for operational leadership.
Required Qualifications
- 5+ years of experience building and deploying models into production environments
- Experience with forecasting models
- Strong programming skills with demonstrated proficiency in Python and SQL
- Experience working within modern software stacks, including cloud platforms, containerization, and CI/CD workflows
- Experience working cross-functionally with operations or business stakeholders
Bonus Qualifications
- Experience working with weather data
- Experience with Geospatial tooling (GIS tools, GeoPandas, etc.)
$180,000 - $200,000 a year
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!
Benefits
- Health, Dental & Vision (Gold and Platinum with some providers plans fully covered)
- Paid parental leave
- Alternating day off (every other Monday)
- "Off the Grid", a two week per year paid break for all employees.
- Commuter allowance
- Company-paid training
立即申请
工作已过期?请告知 Gridware 您是在 Rejobs 上找到这份工作的。这将帮助我们成长,并让更多人投身于可再生能源工作!
立即申请
工作已过期?请告知 Gridware 您是在 Rejobs 上找到这份工作的。这将帮助我们成长,并让更多人投身于可再生能源工作!
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关于这个角色
2026年3月19日
全职
公司
2026年3月19日
现场
USD 180k–200k yearly
- 旧金山,加利福尼亚州,美国
5+ years
UTC-08:00