Full-Time

AI/ML Scientist Manager

Posted on 9/20/2024

General Motors

General Motors

10,001+ employees

Designs, manufactures, and sells vehicles

Automotive & Transportation
Financial Services

Senior

Company Historically Provides H1B Sponsorship

Warren, MI, USA + 1 more

More locations: United States

Remote role with in-office requirement for candidates within 50 miles of Atlanta, Austin, Detroit, Warren, Milford, or Mountain View, expected to report at least three times a week.

Category
Applied Machine Learning
AI Research
AI & Machine Learning
Required Skills
Microsoft Azure
Python
Data Science
Databricks
Data Analysis
Requirements
  • Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.
  • Minimum of 5 years of experience in data science, with a strong emphasis on deploying AI applications at scale in large organizations.
  • Proficiency in programming languages such as Python.
  • Extensive experience with Azure and Databricks.
  • Deep understanding of ML Flow for managing ML operations.
  • Strong knowledge of CI/CD practices and tools, particularly GitHub Enterprise.
  • Experience with code scanning tools like SonarQube.
  • Ability to create and manage end-to-end timing charts.
  • Demonstrated obsession with the operationalization of AI models, ensuring flawless execution and integration.
  • Experience in registering and managing code quality, ethics, and bias artifacts.
  • Proven experience in leading and mentoring a team of engineers, with strong interpersonal and communication skills.
  • Excellent problem-solving skills, effective communication abilities, and a collaborative mindset.
Responsibilities
  • Develop and set up frameworks and methodologies that enable GM teams to follow best practices in AI model deployment and operations.
  • Work closely with Data Scientists across GM to help them transition their ideas from PoCs to production-ready AI solutions.
  • Oversee the end-to-end deployment of AI, custom AI, and Generative AI models, ensuring seamless integration and flawless operation within our data and technical ecosystems.
  • Lead, mentor, and manage a team of ML engineers, fostering a collaborative and innovative environment. Provide guidance and support to team members to ensure project success and professional growth.
  • Utilize Azure for storage and Databricks for compute, ensuring efficient and scalable data processing and model training.
  • Implement and manage ML Flow as the core of our ML operations, maintaining high standards for model tracking, reproducibility, and deployment.
  • Establish CI/CD pipelines with GitHub Enterprise, ensuring rigorous code quality, and registering ethics and bias artifacts to comply with GM's AI policy.
  • Write high-quality code, contributing directly to the development and deployment of AI models using Python.
  • Utilize code scanning tools like SonarQube to ensure code quality and adherence to best practices.
  • Create and manage end-to-end timing charts to monitor and optimize the performance of AI models.
  • Design solutions with an emphasis on overall maintainability and scalability.
  • Stay conversant with current AI topics, trends, and advancements, bringing innovative ideas to the AI Center.
  • Work closely with data engineers, software developers, and business stakeholders to translate business needs into technical solutions.

General Motors designs, manufactures, and sells vehicles and vehicle parts, catering to individual consumers, businesses, and government entities. The company generates revenue through vehicle sales under brands like Chevrolet and Cadillac, as well as financing services via GM Financial. GM distinguishes itself from competitors with its commitment to sustainability, community service, and board diversity, with women making up 55% of its Board of Directors. The company's goal is to balance traditional automotive manufacturing with advancements in electric vehicles and autonomous driving technologies.

Company Stage

IPO

Total Funding

$486.7M

Headquarters

Detroit, Michigan

Founded

1908

Simplify Jobs

Simplify's Take

What believers are saying

  • Partnership with MasterCraft enhances Chevrolet Silverado's brand visibility in the truck market.
  • Collaboration with Hyundai accelerates EV pickup development, leveraging shared technology.
  • Cadillac's entry into Formula 1 boosts brand prestige and global recognition.

What critics are saying

  • Battery production delays hinder GM's competitiveness in the EV market.
  • Shutting down Cruise Robotaxi may result in loss of autonomous vehicle market share.
  • Internal challenges may arise from Cruise restructuring and potential layoffs.

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.
  • GM's pivot to personal autonomous vehicles focuses on advanced driver assistance systems.

Help us improve and share your feedback! Did you find this helpful?

INACTIVE