Full-Time

Senior Prognostics Data Engineering

Posted on 11/13/2024

General Motors

General Motors

10,001+ employees

Designs, manufactures, and sells vehicles

Automotive & Transportation
Financial Services

Senior

Company Historically Provides H1B Sponsorship

Markham, ON, Canada

Hybrid position requiring onsite presence in Markham, Ontario for 3 days a week on average.

Category
Data Analysis
Data Engineering
Data & Analytics
Required Skills
Python
MATLAB
C/C++
Requirements
  • Degree in Electrical Engineering, Mechanical Engineering, or a related field; PhD is preferred.
  • 6+ 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).
  • A passion for continuous learning, technical creativity, and critical thinking to tackle complex challenges and drive advancements in prognostics technology.
  • Excellent organizational and problem-solving skills and ability to work in a fast-paced, collaborative, and cross-functional environment.
Responsibilities
  • Conduct 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 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.
  • 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.

General Motors designs, manufactures, and sells vehicles and parts, serving individual consumers, businesses, and government entities. The company generates revenue through vehicle sales under brands like Chevrolet and Cadillac, as well as financing and insurance services. GM stands out from competitors by focusing on electric vehicles, community engagement, and board diversity, with a majority of women on its Board of Directors. The goal is to balance traditional automotive manufacturing with advancements in electric and autonomous vehicle technologies.

Company Stage

IPO

Total Funding

$486.7M

Headquarters

Detroit, Michigan

Founded

1908

Simplify Jobs

Simplify's Take

What believers are saying

  • GM's collaboration with Hyundai could yield a competitive EV pickup.
  • Expansion of EV charging infrastructure supports GM's electric vehicle sales.
  • Advanced driver-assistance systems offer GM opportunities to lead in vehicle safety technologies.

What critics are saying

  • Exiting the robotaxi market may reduce GM's competitive edge in autonomous vehicles.
  • The recall of 461,839 diesel vehicles could harm GM's reliability reputation.
  • Closure of the Fairfax plant and layoffs may lead to negative public perception.

What makes General Motors unique

  • GM's Dynamic Fuel Management system enhances fuel efficiency in traditional vehicles.
  • GM leads in board diversity with 55% women directors, unique among automakers.
  • GM's commitment to sustainability is evident in its extensive community service initiatives.

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