Power Grid Analyst
1 day ago
As a Power Grid Analyst - Data Science Specialist, you will be responsible for developing and applying advanced statistical, machine learning, and optimization models to analyze large datasets from industrial and power generation systems.
You will identify patterns, trends, and anomalies in data to improve operational efficiency, predict equipment failures, and optimize energy consumption.
You will also design and implement predictive maintenance models to reduce downtime and extend the lifespan of critical equipment.
Collaborating with engineering teams, you will integrate predictive analytics into maintenance workflows and use data-driven approaches to optimize industrial processes.
In this role, you will work closely with cross-functional teams to understand business needs and translate them into data science solutions.
Requirements- Strong programming skills in Python (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch) and SQL.
- Experience with big data frameworks (Apache Spark, Hadoop) and cloud platforms (AWS, Azure, GCP).
- Expertise in machine learning, deep learning, and reinforcement learning.
- Proficiency in time-series forecasting techniques (ARIMA, LSTMs, Prophet) for power system analytics.
- Knowledge of Bayesian statistics and probabilistic modeling.
- Familiarity with physics-informed machine learning and computational simulations.
- Experience with graph analytics and network modeling for power grid analysis.
- Strong grasp of data visualization tools (Tableau, Power BI, Plotly, Matplotlib, Seaborn).
- Understanding of SCADA systems, industrial automation protocols, and sensor networks is a plus.
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