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    Software Engineer - Markham, Canada - Qualcomm

    Qualcomm
    Qualcomm Markham, Canada

    2 weeks ago

    Default job background
    Full time
    Description


    Company:

    Qualcomm Canada ULC

    Job Area:

    Engineering Group, Engineering Group > Machine Learning Engineering

    General Summary:

    As a member of Low Power AI solution team, you will play a critical role at deploying AI models on Qualcomm's low power AI accelerator. The position focuses on mapping high level machine learning operators to low level hardware instructions, involving various optimization techniques: graph transformation, scheduling, memory planning, individual operator implementation, quantization, etc.

    Your expertise at machine learning is expected to enhance inference efficiency and accuracy of different models on Qualcomm's hardware architecture.

    Minimum Qualifications:


    • Bachelor's degree in Computer Science, Engineering, Information Systems, or related field.

    Preferred Qualifications:

  • Master's degree in Computer Science, Engineering, Information Systems, or related field.
  • 1+ year of experience with Machine Learning frameworks (e.g., Tensor Flow, Caffe, Caffe 2, Pytorch, Keras).
  • 1+ year of experience in embedded system development and optimization with application to a specific problem domain in ML (e.g., NLP, multi-media).
  • 1+ year of experience with one or more programming language suitable for machine learning (e.g., C/C++/Python)
  • 1+ year of experience using statistics and probability (e.g., conditional probability, Bayes rule).
  • 1+ year of experience working in a large matrixed organization.
  • 6+ months of experience with low level interactions between operating systems (e.g., Linux, Android, QNX) and Hardware.

    • Principal Duties and Responsibilities:

  • Applies Machine Learning knowledge to assist in extending training or runtime frameworks or model efficiency software tools with new features and optimizations.
  • Assists in the modeling, architecture, and development of machine learning hardware (co-designed with machine learning software) for inference or training solutions.
  • Assists in the development of optimized software to enable AI models deployed on hardware (e.g., machine learning kernels, compiler tools, or model efficiency tools, etc.) to allow specific hardware features; collaborates with team members for joint design and development.
  • Assists with the development and application of machine learning techniques into products and/or AI solutions to enable customers to do the same.
  • Develops, adapts, or prototypes machine learning algorithms, models, or frameworks in alignment with product roadmap.

    • Level of Responsibility:

  • Works under supervision.
  • Decision-making affects direct area of work and/or work group.
  • Requires verbal and written communication skills to convey basic, routine factual information.
  • Tasks consist of a limited number of steps and can be referenced using directions or manuals.

    • Applicants : If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email to

    Although this role has some expected minor physical activity, this should not deter otherwise qualified applicants from applying. If you are an individual with a physical or mental disability and need an accommodation during the application/hiring process, please call Qualcomm's toll-free number found for assistance. Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities as part of our ongoing efforts to create an accessible workplace.

    Qualcomm is an equal opportunity employer and supports workforce diversity.

    Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

    To all Staffing and Recruiting Agencies :Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.

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