Data Science Sr. Principal Engineer – Commercial DPHM P5 (Onsite)
Pratt & Whitney · East Hartford, CT · 4 days ago
On-siteEngineeringFull-time
Key Responsibilities
- Lead development of advanced DPHM analytics using statistical modeling, physics informed approaches, machine learning, and AI applied to operational fleet data.
- Serve as the primary technical expert for the team’s most challenging analytical problems, shaping solutions from concept through validation and deployment.
- Define and advance analytic methods, modeling standards, validation practices, and technical best practices across the Commercial DPHM data science team.
- Provide technical mentoring, coaching, and review for other data scientists to strengthen overall team capability.
- Collaborate across multidisciplinary teams to ensure analytics align with engine physics, system behavior, and customer needs.
- Ensure deployed analytics meet expectations for accuracy, robustness, and reliability, and support continuous performance monitoring and improvement.
- Contribute to long term analytic strategy, capability development, and roadmap planning for Commercial DPHM.
Qualifications
- Bachelor's Degree in Science, Technology, Engineering or Mathematics (STEM)
- 10 years engineering experience or an advanced Degree with 7 years prior engineering experience.
Qualifications We Prefer
- Expertise in a variety of statistics, data science, machine learning, and AI techniques.
- Expertise with Python and core data science/modeling libraries.
- Experience developing analytics for operational, real-world, or safety-critical applications.
- Expertise in analyzing, modeling, and interpreting time series data.
- Experience with MLOps practices, including model versioning, automated testing, CI/CD for analytics, and managing models throughout their lifecycle.
- Experience providing technical guidance or mentorship to other data scientists.
- Experience deploying to cloud-based applications.
- Experience deploying to edge compute hardware.
- Knowledge of gas turbine engines and their operation.
- Knowledge of and exposure to aerospace control and diagnostic systems.