Staff Prognostics Data Engineering-2

2 months ago

Markham, Canada General Motors Full time

**Job Description**:
**WORK ARRANGEMENT**

**Hybrid**:This position does not require an employee to be onsite full-time to perform most effectively. The employee’s role enables them to work at the Markham, ON office of General Motors, with the expectation that the employee will be onsite 3 days a week on average.

**INTRODUCTION**

**RESPONSIBILITIES**
- Work on a portfolio of various cross-functional projects simultaneously, delivering high-quality outcomes across diverse initiatives with evolving priorities and overlapping timelines.
- Conduct and lead detailed failure mode analysis for vehicle systems to understand potential failure mechanisms.
- Use condition-based monitoring techniques to analyze time-series and sensor data (vibration, temperature, pressure, etc.) using advanced statistical and signal processing techniques.
- Develop and deploy health monitoring models (physics-based and data-driven) to predict potential mechanical system failures and estimate remaining useful life of vehicle components and systems.
- Conduct and lead performance assessment, robustness analysis, validation, and testing through simulation, bench, vehicle, and on-field fleet data.
- Optimize and calibrate signal processing algorithms for efficiency, performance, and scalability.
- Lead and contribute to developing software library and tools for developing predictive maintenance solutions.
- Collaborate with cross-functional teams, including engineering domain experts, product management, and program management to ensure the successful delivery of prognostics products.
- Stay updated on latest advancements, relevant regulations, and standards in prognostics, ensuring compliance in all products and initiatives.
- Communicate technical findings and coach team members, fostering a culture of continuous learning and professional growth.

**REQUIRED QUALIFICATIONS**
- Graduate degree in Electrical Engineering, Mechanical Engineering, or a related field; PhD is preferred.
- 10+ years of experience in modeling and signal processing techniques (vibration/order analysis, state observer and estimation methods).
- Strong expertise in working with real-world sensor data and digital signal processing fundamentals in time and frequency domains, including time-series analysis, filtering, and spectral analysis.
- Exceptional skills in physics-based/data-driven modeling and signal processing tools (MATLAB, Python, C).
- Experience in robustness analysis, performance assessment and validation, including design of experiments and statistical hypothesis testing.
- A passion for continuous learning, technical creativity, and critical thinking to tackle complex challenges and drive advancements in prognostics technology.
- Strong interpersonal skills in engaging with diverse teams and stakeholders as well as fostering collaboration under pressure.
- Exceptional problem-solving skills in handling shifting demands and aligning on goals, with a proactive approach to identifying solutions and maintaining quality and timeline.

**Additional Job Description**:
**PREFERRED QUALIFICATIONS**
- Expertise in advanced diagnostics, prognostics, or predictive maintenance in the automotive industry.
- Background in systems engineering, including fault tree analysis (FTA), Failure Modes and Effects Analysis (FMEA), and other reliability assessment techniques to identify and analyze potential system failures.
- Strong skills in embedded development, cloud platforms (Azure), CI/CD pipelines, and data processing tools (Kafka, Spark) for scalable infrastructure and efficient data handling.
- Knowledge of vehicle sensors (e.g., wheel speed sensors, accelerometers), vehicle electrical architectures (CAN, Ethernet, etc.), and hands-on experience with tools such as CANalyzer, INCA, Vehicle Spy, and CarSim.

**BENEFITS OVERVIEW
The goal of the General Motors of Canada total rewards program is to support the health and well-being of you and your family. Our comprehensive compensation plan currently includes the following benefits, in addition to many others:

- Paid time off including vacation days, holidays, and supplemental benefits for pregnancy, parental and adoption leave.
- Healthcare, dental, and vision benefits.
- Life insurance plans to cover you and your family.
- Company and matching contributions to a Defined Contribution Pension plan to help you save for retirement.
- GM Vehicle Purchase Plan for you, your family and friends.

**About GM**:
Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.

**Why Join Us**:
We aspire to be the most inclusive company in the world. We believe we all must make a choice every day - individually and collectively - to drive meaningful change through our words, our deeds and our culture. Our Work Appropriately philosophy supports our foundation of inclusion and provides employees the

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