Machine Learning Software Specialist

Jobinhalt

Job Description

We are looking for machine learning enthusiasts who has a passion for applying cutting edge AI methods to tangible problems which has the potential of creating high business impact. You will work in partnership with global teams in driving AI-centric innovations across the company.

This role is in the AI Innovation team which specializes in building novel AI based solutions enabling both new vehicle features and operational efficiency applications. 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 models including state of the art deep neural networks. 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 and/or filing patents.

Core Responsibilities

• 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.
• Support the organization for architecting complex AI solutions to solve ambiguous problems.
• 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 Job Description

• MSc. in computer science, statistics, mathematics, or relevant technical fields.
• Sound knowledge of statistics, probability, and of supervised, semi-supervised and unsupervised ML methods.
• 2+ years of machine learning model development experience. (Industry experience is preferred, academic research experience will also be considered)
• Exposure in applying AI to one or more domains: Computer vision, natural language processing, robotics, and operations research.
• Proficient programming skills in Python and in Python libraries such as Scikit-Learn as well as in one of the machine learning frameworks such as Tensorflow and PyTorch.
• Nice to have:
• PhD/Postdoc in machine learning.
• 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.
• Successful candidates will be required to attest to, and be prepared to provide proof of, their vaccination status and that any job offer will be conditional on the candidate being fully vaccinated
  

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.

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.

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 Statement

Accommodation is available for applicants with disabilities. Should you be contacted by General Motors of Canada, please advise if you require accommodation. General Motors of Canada values diversity and is an equal opportunity employer.