Senior Principal Systems Engineer Prognostics Health Management Expert
2 weeks ago
Northrop Grumman is seeking a highly skilled Senior Principal Systems Engineer Prognostics Health Management to join our team in Melbourne, FL.
Job Summary:We are looking for a seasoned Systems Engineer with expertise in Prognostics and Health Management to lead the development of advanced health monitoring systems for complex electrical and mechanical systems. The ideal candidate will have a strong background in data analysis, probability, statistics, signal processing, and predictive modeling, with experience in developing Prognostics Health Management (PHM) and Condition Based Maintenance Plus (CBM+) technologies.
Key Responsibilities:- Analyze various types of flight/fault logs, assign Fault Identification (FID) codes, and host customer BIT Review Boards (BRB)
- Coordinate with stakeholders, suppliers, and customers, internally and externally, in support of improving Built-In-Test (BIT) Fault Detection, Fault Isolation and BIT False Alarm performance metrics
- Develop models and scalable algorithms derived from both data and underlying physics of failure models to evaluate the condition of Mission and Air Vehicle systems
- Create predictive models of physical degradation, failures, and data-driven prognostics algorithms to assess the health and performance of critical components
- Formulate health monitoring strategies to detect anomalies/outliers in real flight data
- Conduct research and development projects concentrating on Prognostic Health Management (PHM) and Condition Based Maintenance Plus (CBM+)
- Gather and analyze component and WRA failure history, including failure modes, downtime, MTBF, power cycles, reboots, repeat faults, etc.
- Address complex questions regarding fleet usage and behavior to facilitate proactive monitoring, enhance reliability, and minimize field failures
- Effectively communicate and present to project and program management, and other technical and non-technical managers and customers
- Work collaboratively in a team environment with other highly motivated system engineers and data scientists
- Bachelor's Degree from an accredited college in a relevant STEM discipline with 8 years of experience; OR a Master's Degree in a STEM field with 6 years of experience; OR a STEM PhD with 3 years of experience
- Experience within Health Management, Prognostics, Diagnostics, and/or Reliability & Maintainability Engineering disciplines
- Previous experience, including academic research, directly related to the development of Prognostics Health Management (PHM) or Condition Based Maintenance Plus (CBM+) technologies, or analysis and simulation of complex electrical or mechanical systems
- Strong background in data analysis (algorithms, data structures, and architectures), probability, statistics, signal processing, and predictive modeling
- Work experience with anomaly/outlier detection in time series data
- Must have an active DoD Secret clearance prior to starting, along with the ability to obtain and maintain a Top-Secret clearance
- Must have the ability to obtain and maintain Special Program Access (PAR)
- Proficiency in Microsoft Visio, Project, Word, PowerPoint, and Excel Office Products
- Strong programming skills, preferably in Python and its numerical and data libraries (pandas, scipy, numpy, etc.)
- Work experience with big data tools (Databricks, Presto, Data Lake, Apache Spark, etc.)
- Work experience developing visualization tools and dashboards using Tableau
- Familiarity with fault detection and diagnosis methods, and reliability analysis
- Experience with MLOps and building machine learning pipelines in a professional setting
- Demonstrated history of generating new ideas or improving existing ideas in statistical modeling or machine learning, indicated by accomplishments such as first-author publications or projects
- Experience with data architectures in relation to how to store, fetch, and manipulate data (SQL, custom APIs, etc.)
- Master's degree in a relevant STEM field.
- Possess an active Top-Secret (or higher) clearance.
Salary Range: $114,900 - $172,300
The above salary range represents a general guideline; however, Northrop Grumman considers a number of factors when determining base salary offers such as the scope and responsibilities of the position and the candidate's experience, education, skills and current market conditions.
Employees may be eligible for a discretionary bonus in addition to base pay. Annual bonuses are designed to reward individual contributions as well as allow employees to share in company results. Employees in Vice President or Director positions may be eligible for Long Term Incentives. In addition, Northrop Grumman provides a variety of benefits including health insurance coverage, life and disability insurance, savings plan, Company paid holidays and paid time off (PTO) for vacation and/or personal business.
Northrop Grumman is committed to hiring and retaining a diverse workforce. We are proud to be an Equal Opportunity/Affirmative Action Employer, making decisions without regard to race, color, religion, creed, sex, sexual orientation, gender identity, marital status, national origin, age, veteran status, disability, or any other protected class. For our complete EEO/AA and Pay Transparency statement, please visit. U.S. Citizenship is required for all positions with a government clearance and certain other restricted positions.
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