remote
Senior Data Scientist - Redhorse Corporation
Data Scientist
Senior Data Scientist driving AI/ML solutions for Condition‑Based Maintenance, optimizing aircraft sustainment through predictive analytics, statistical modeling, and cloud‑based data pipelines.
About the role
Key Responsibilities
- Design and implement machine‑learning models to predict aircraft component failures and support Condition‑Based Maintenance (+) programs.
- Develop end‑to‑end data pipelines on AWS, integrating sensor data, maintenance logs, and operational records.
- Perform statistical analysis and feature engineering to improve model accuracy and interpretability.
- Collaborate with engineers, program managers, and customers to translate business needs into analytical solutions.
- Create visual dashboards and reports that communicate insights to technical and non‑technical stakeholders.
Requirements
- 5+ years of experience in data science or related fields, preferably in aerospace or defense.
- Proficiency in Python, including libraries such as pandas, scikit‑learn, TensorFlow/PyTorch.
- Strong background in statistical modeling, time‑series analysis, and predictive maintenance techniques.
- Hands‑on experience with AWS services (S3, SageMaker, Lambda, Redshift) and SQL for data extraction and transformation.
- Excellent communication skills and ability to work in cross‑functional, mission‑critical teams.
Skills
pythonmachine learningdeep learningsqlaws