Senior Data Scientist
New
O
OmnidianSolar Energy
Remote, USFull-TimeSenior
Salary$116,800 - $146,000 a year
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Job Details
- Experience
- 6+ years
- Required Skills
- PythonSQLCloud ComputingMachine LearningPyTorchTensorflowData modeling
Requirements
- MS in a quantitative field or equivalent experience.
- 6+ years of experience in applied data science.
- Hands-on experience with time-series methods (anomaly detection, forecasting, seasonal decomposition, state-space models).
- Production ML experience, including deployment, monitoring, and retraining pipelines.
- Proficiency in Python (pandas, numpy, scikit-learn) and SQL.
- Experience with at least one of PyTorch or TensorFlow.
- Experience working with noisy, irregularly sampled, multi-sensor data at scale.
- Track record of leading modeling projects end-to-end and shipping to production.
- Experience mentoring data scientists or engineers.
- Experience with architecture and tooling for production ML systems on a major cloud platform (AWS, Azure, or GC).
Responsibilities
- Develop machine learning models that detect underperformance, faults, and anomalies in PV and storage system time-series data.
- Build diagnostic logic to identify root causes such as soiling, shading, inverter clipping, string outages, and sensor drift.
- Own the data science lifecycle, including problem framing, prototyping, model development, validation, deployment, and monitoring.
- Partner with Engineering to integrate models into the Resolv platform and translate outputs into prioritized dispatch recommendations.
- Close the feedback loop with operations to evaluate model performance in the field and iterate on designs.
- Shape the technical direction for the detection and diagnostics roadmap.
- Explore and prototype new modeling approaches to validate business impact.
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