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Sr. Principal Engineer - Hybrid at RTX - ApplyBlast

Sr. Principal Engineer - Hybrid

RTX

5 months ago

3.7 on Glassdoor

Bengaluru, Karnataka

Hybrid

Full Time

Senior

0 applicants

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About this role

This role involves guiding teams on prognostics and health management (PHM) approaches and developing physics-informed machine learning analytics for aircraft sensory data. Candidates will design fault detection algorithms, integrate physics-based features with ML models, and validate analytics for digital twin applications within the aviation industry. The position requires deep expertise in engineering disciplines and data science to solve complex problems for Collins Aerospace clients.

Responsibilities

Develop physics-informed machine learning analytics for aircraft sensory data
Design fault detection and degradation tracking algorithms using statistical methods
Integrate physics-based features with ML models for improved accuracy
Validate and verify analytics using test data and SME feedback
Collaborate on the development of digital twins and predictive maintenance frameworks

Skills

Qualifications

BS or Master's in Mechanical EngineeringBS or Master's in Aeronautical EngineeringBS or Master's in Electrical EngineeringBS or Master's in Data Science

About RTX

rtx.com

Headquarters

Arlington, Virginia, United States

Company Size

10001+ employees

Founded

2020

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At RTX, we're accelerating ideas to solve some of the world's biggest challenges by bringing together the brightest, most innovative minds across aviation, space and defense.