Sr Engineer, Applied Machine Learning (Onsite)
RTX Corporation14 days ago
Troy, OH, USASenior
Base Salary
$87k - $165k/yr
Responsibilities
- Develop, train, and validate data-driven and physics-informed machine learning models for wheel and brake performance, structural and thermal design, and vibration mitigation.
- Define standardized validation approaches, acceptance criteria, and performance metrics for analytical and machine learning models.
- Develop best practices for data curation, cleaning, integration, and preparation for analytics and machine learning workflows.
- Guide and mentor engineers in data analytics and machine learning methodologies.
- Collaborate with design, reliability, service engineering, customer support, manufacturing, and other engineering teams on data-driven and physics-based recommendations.
- Create engineering reports and present findings and design reviews to internal stakeholders and customers.
Requirements
- Mechanical Engineering degree or equivalent with at least five years of relevant experience, or an advanced degree in a related field with at least three years of experience.
- Expertise in data analytics workflows, statistical methods, and engineering data interpretation.
- Advanced knowledge of machine learning concepts and experience developing, deploying, and validating prediction, classification, and anomaly-detection models.
- Deep understanding of mechanical engineering principles, including structural behavior, dynamics, thermal concepts, and systems performance.
- Preferred: experience with physics-informed neural networks, physics-guided or constrained learning, and hybrid first-principles/data-driven models.
- Preferred: strong Python experience for data analysis, familiarity with TensorFlow or Scikit-learn, specialized engineering data experience, and finite element analysis experience for structural, thermal, and vibration analysis.
Benefits
- Medical, dental, and vision insurance; life and disability coverage; and optional supplemental insurance programs.
- Three weeks of vacation for newly hired employees, paid time off, holidays, and parental, adoption, and family-planning benefits.
- 401(k) plan with employer matching, a separate employer retirement contribution, and a Lifetime Income Strategy option.
- Tuition reimbursement, student loan repayment, Employee Scholar Program, and employee assistance resources including counseling sessions.
- Wellness, virtual healthcare, second-opinion, child and elder care, pet insurance, legal, identity theft, and other support programs.
- Primarily onsite work in Troy, Ohio; the role is U.S.-based and may require in-person interview steps.
Tech Stack
Categories
About RTX Corporation
RTX Corporation builds aerospace and defense systems through its Collins Aerospace, Pratt & Whitney, and Raytheon businesses, serving commercial aviation, the U.S. government, and allied militaries. Its products range from aircraft engines and avionics to radars, missiles, and command-and-control software, sold via long-term OEM programs and defense contracts. Formed in 2020 by the Raytheon–United Technologies merger, RTX is headquartered in Arlington, Virginia and trades on the NYSE as RTX.