Gridware

Data Scientist, Forecasting

Gridware  •  San Francisco, CA (Onsite)  •  1 month ago
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Job Description

About GridwareGridware 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
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.)
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!
BenefitsHealth, 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
Gridware

About Gridware

For most organisations in Australia, a data breach can be more than a PR disaster, it could be the final chapter. Gridware was established to help companies beat hackers with preventative strategies and superior security talent that is not available to other vendors on the market. We are specialised cybersecurity consultancy firm and an emerging global player in the cybersecurity intelligence and advisory field. The company was founded in 2017 and has headquarters in Sydney, Australia. Very quickly Gridware has become a recommended security partner of choice by leading ASX100 companies.

As the threat landscape continues to expand, more doors open for threat actors to explore and attack, putting organisations at immense risk of unauthorised access and loss of data. Gridware is at the forefront of understanding what your organisation needs to do to prevent a cyber security breach, which means you'll have the most talented team available on your cyber security journey.

Industry
Unknown
Company Size
11-50 employees
Headquarters
Sydney, AU
Year Founded
2017
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