onsite
Senior Data Scientist - Transmission Systems & Asset Health - aep
Data Scientist
Lead advanced analytics for transmission asset health, building predictive models and data pipelines using Python, SQL, and AWS to drive reliability and operational efficiency.
About the role
Key Responsibilities
- Design, develop, and deploy machine learning models to predict equipment failures and optimize maintenance schedules for transmission assets.
- Build and maintain scalable data pipelines on AWS, ensuring data quality and accessibility for analytics.
- Collaborate with cross‑functional teams to translate business requirements into analytical solutions and actionable insights.
- Perform exploratory data analysis, feature engineering, and model validation to support continuous improvement.
- Document methodologies, model performance, and best practices for knowledge sharing.
Requirements
- 5+ years of experience in data science or analytics within an engineering or utilities context.
- Proficiency in Python, SQL, and AWS services (S3, Redshift, SageMaker).
- Strong background in machine learning algorithms, model evaluation, and deployment.
- Excellent communication skills and ability to present complex findings to technical and non‑technical stakeholders.
- Experience with time‑series analysis and predictive maintenance is a plus.
Skills
pythonmachine learningdata analysissqlaws