- Design and implement core components of the ML runtime framework for inference on embedded systems.
- Collaborate with compiler, hardware, and model teams to co-design efficient execution paths for AI workloads.
- Develop and maintain C/C++ code for runtime kernels and system-level integration.
- Develop tools to assist with performance profiling and debugging of quantized model accuracy
- Analyze and improve runtime behavior using profiling tools and hardware counters.
- Support deployment of models from popular ML frameworks (e.g., Onnx, TensorFlow, PyTorch) onto Qualcomm's inference stack.
- Strong hands-on experience in performance optimization for embedded or low-power systems.
- Proficient in C/C++ programming, with a focus on system-level and runtime development.
- Solid understanding of embedded system design, including memory hierarchy and hardware-software interaction.
- Experience with Linux/Android development environments and toolchains.
- Familiarity with computer architecture, especially for AI accelerators or DSPs.
- Basic knowledge of machine learning concepts and model structures.
- Master's degree in Computer Science, Engineering, or related field.
- 2+ years of experience with ML frameworks (e.g., TensorFlow, PyTorch, ONNX).
- 2+ years of experience in embedded system development and optimization for ML inference.
- 2+ years of experience with C/C++ in performance-critical environments.
- Experience with low-level OS interactions (Linux, Android, QNX).
- Familiarity with quantization, graph optimization, and model deployment pipelines.
- Experience working in cross-functional teams and large matrixed organizations.
- Work in company
Senior Embedded Software Engineer, Machine Learning runtime
Only for registered members
As a member of the Low Power AI Solutions team, you will play a critical role in enabling efficient deployment of AI models on Qualcomm's low-power AI accelerators. · ...
Markham, Ontario1 month ago
- Work in company
Senior Embedded Software Engineer, Machine Learning runtime
Only for registered members
We are seeking a Senior Embedded Software Engineer to join our team. · Design and implement core components of the ML runtime framework for inference on embedded systems. · Collaborate with compiler, hardware, and model teams to co-design efficient execution paths for AI workload ...
Markham, Ontario2 weeks ago
- Work in company
Senior Embedded Software Engineer, Machine Learning runtime
Only for registered members
We are seeking a Senior Embedded Software Engineer with expertise in machine learning runtime development to join our Low Power AI Solutions team. As a member of this team, you will play a critical role in enabling efficient deployment of AI models on Qualcomm's low-power AI acce ...
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Senior Embedded Software Engineer, Machine Learning runtime - Markham - Qualcomm
Description
Company:
Qualcomm Canada ULCJob Area:
Engineering Group, Engineering Group > Machine Learning EngineeringGeneral Summary:
As a member of the Low Power AI Solutions team, you will play a critical role in enabling efficient deployment of AI models on Qualcomm's low-power AI accelerators. This position focuses on developing and optimizing the machine learning runtime framework for inference workloads on embedded edge devices. You will be responsible for implementing performance-critical components of the machine learning runtime framework and applying advanced optimization techniques. This role includes adding runtime support for popular ML architectures that are best suited for Qualcomm's low-power AI accelerators. Your work will directly impact the runtime efficiency, latency, and power consumption of AI applications running on Qualcomm hardware. New Headcount.
Key Responsibilities:
Required Skills & Experience:
Preferred Qualifications:
Minimum Qualifications:
• Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 2+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
OR
Master's degree in Computer Science, Engineering, Information Systems, or related field and 1+ year of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
OR
PhD in Computer Science, Engineering, Information Systems, or related field
Applicants: Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail disability- or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).
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.
Pay range and Other Compensation & Benefits:
$114, $164,400.00The above pay scale reflects the broad, minimum to maximum, pay scale for this job code for the location for which it has been posted. Even more importantly, please note that salary is only one component of total compensation at Qualcomm. We also offer a competitive annual discretionary bonus program and opportunity for annual RSU grants (employees on sales-incentive plans are not eligible for our annual bonus). In addition, our highly competitive benefits package is designed to support your success at work, at home, and at play. Your recruiter will be happy to discuss all that Qualcomm has to offer.
If you would like more information about this role, please contact Qualcomm Careers.
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