General Motor

General Motor

Machine Learning Specialist

Description

The Role:

We are looking for machine learning enthusiasts to join our team. As a

machine learning specialist, you will be accountable for designing, modelling, developing, and implementing state-of-the-art models and solutions used to drive AI-centric innovations across the company.

As part of the team, you will have access to rich in-vehicle and business

operations data for developing a mix of data analytics-based approaches as well as machine learning. You will be contributing to the complete end-to-end process of developing AI solutions including gathering data requirements, building data processing pipelines, finding the best approaches to the problem, developing the AI models, building the appropriate application interface, and deploying the solution either to cloud or embedded systems. We also encourage publishing novel research at ML conferences or filing patents.

What You'll Do

  • Design, implement and evaluate statistics methods, machine learning models, and other AI algorithms to deliver solutions with the best quality and highest performance.
  • Work in collaboration with IT to deploy AI solutions in a production environment.
  • Work in a fast-paced agile environment with cross functional teams and maintain relationship with key technical stakeholders.
  • Effective verbal and written communication of research findings and development status.
  • Additional Description

    Your Skills & Abilities

  • MSc. or PhD in computer science, statistics, mathematics, or other relevant technical fields.
  • Industry exposure in applying AI to one or more areas: Computer vision, natural language processing, robotics, and operations research.
  • Detailed knowledge of statistics, probability, and of supervised, semi/self-supervised and unsupervised learning.
  • Hands-on experience using Python with a strong understanding of OOP and at least one machine learning framework such as Tensorflow and PyTorch
  • Demonstrated knowledge of algorithms and data structures
  • · What Will Give You A Competitive Edge

  • 1+ years relevant industry experience with developing machine learning models.
  • Publications and/or patents.
  • Experience with UNIX tools and shell scripting.
  • Experience with data tools and ecosystems (Hive, Spark, etc.).
  • Experience using SQL/NoSQL and knowledge in database management.
  • Experience using Power BI, Tableau, and/or other visualization tools.
  • Proficient programming skills in C and/or C++.
  • Experience in deploying solutions to embedded real time systems or to cloud.
  • Compensation and Benefits:

  • GM's Work Appropriately philosophy supports our foundation of inclusion and provides employees the flexibility to work where they can have the greatest impact on achieving our goals, dependent on role needs.
  • GM's comprehensive compensation and benefits plan is carefully designed and thoroughly benchmarked against the companies that we compete for talent in the local market .
  • 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 including health care spending account and wellness incentive.
  • 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.
  • Global recognition program for peers and leaders to recognize and be recognized for results and behaviors that reflect our company values.
  • Tuition Assistance and Employee Assistance Program.
  • 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 flexibility to work where they can have the greatest impact on achieving our goals, dependent on role needs. Every day, we want every employee, no matter their background, ethnicity, preferences, or location, to feel they belong to one General Motors team.

    Total Rewards Benefits Overview

    From day one, we're looking out for your well-being–at work and at home–so you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.

    Diversity Information

    General Motors is committed to being a workplace that is not only free of discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that workforce diversity creates an environment in which our employees can thrive and develop better products for our customers. We understand and embrace the variety through which people gain experiences whether through professional, personal, educational, or volunteer opportunities. GM is proud to be an equal opportunity employer.

    We encourage interested candidates to review the key responsibilities and qualifications and apply for any positions that match your skills and capabilities.

    Equal Employment Opportunity Statements

    The policy of General Motors is to extend opportunities to qualified applicants and employees on an equal basis regardless of an individual's age, race, color, sex, religion, national origin, disability, sexual orientation, gender identity/expression or veteran status. Additionally, General Motors is committed to being an Equal Employment Opportunity (EEO) Employer and offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us at [email protected] or call us at 800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.

    Job details

    Title

    Machine Learning Specialist

    Employer

    General Motor

    Location

    United States

    Published

    June 11, 2024

    Application deadline

    August 27, 2023

    Job type

    Research

    Field

    Engineering

    About the employer

    We embrace the responsibility to lead the change that will make our world better, safer and more equitable for all. Our diverse team of 164,000 employees bring their collective passion for engineering, technology and design to deliver on our vision of a world with Zero Crashes, Zero Emissions and Zero Congestion.

    Together, we want to make electric vehicles for everyone and safely push transportation beyond our wildest imaginations with autonomous vehicles and advance hydrogen fuel cell technology. We are proud of our achievements so far, but there is more work to be done. Together, for everyone.

     

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