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Job title: AI/ML Senior Software Engineer – Windows on Snapdragon
$101000 – 152000 per year
Company: Qualcomm
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Job description: Job Description:Company: Qualcomm Technologies, Inc.Job Area: Engineering Group, Engineering Group
Software Applications EngineeringGeneral Summary:The Qualcomm Windows on Snapdragon Computing team is developing hardware and software for ML/AI solutions for edge devices with industry leading performance and power. We are seeking to hire for a staff level software engineer for customer engineering role. In this role, you will work with Qualcomm’s customers (OEMs and ISVs) to support and drive their AI/ML applications and projects (CV, NLP, GenAI, LLM etc) with Qualcomm AISW stacks (SNPE, QNN, AI Hub, ORT, DML etc.) on Qualcomm AI Accelerators (Hexagon Tensor Processor, Adreno GPU, and Oryon CPU) while collaborating with QCT engineering teams and product management teams. Our goal is to enable our partners to develop and deploy best in class ML applications based on popular frameworks such as PyTorch, TensorFlow and ONNX, that are optimized for Qualcomm Edeg AI accelerators.The work will include model assessment of throughput, latency and accuracy, model profiling and optimization, end-to-end application pipeline development, integration with customer frameworks and libraries and responsibility for customer documentation, training, and demos.
- This candidate must possess excellent communication, leadership, interpersonal and organizational skills, and analytical skills.
- This role will interact with individuals of all levels and requires an experienced, dedicated professional to effectively collaborate with internal and external stakeholders.
- The ideal candidate has either developed or deployed deep learning models on popular ML frameworks.
- If you have a strong appetite for technology and enjoy working in small, agile, empowered teams solving complex problems within a high energy, oftentimes chaotic environment then this is the role for you. Key Responsibilities
- Work with developers in large organizations to o Onboard them on Qualcomm’s AISW stack o improve and optimize their Deep Learning models on Edge AI Accelerators (primarily on Hexagon Tensor Processor) o deploy their applications at scale • Collaborate and interact with internal teams to analyze and optimize training and inference for deep learning.
- Optimize LLM/GenAI workloads for multiple HW configurations. • Partner with product management, hardware/software engineering to highlight customer progress, gaps in product features etc.
Minimum Qualifications: • Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Applications Engineering, Software Development experience, or related work experience.
OR
Master’s degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Applications Engineering, Software Development experience, or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field.
- 1+ year of any combination of academic and/or work experience with Programming Language such as C, C++, Java, Python, etc.
- 1+ year of any combination of academic and/or work experience with debugging techniques.
Preferred Qualifications:
- 4+ years of overall engineering experience with 2+ years of deep learning model development or deployment experience on CPUs/GPUs/ASICs.
- Excellent C/C++/Python programming and software design skills, including debugging, and performance analysis. • 1+ year of Windows development experience.
- Proven communications skills and demonstrated experience influencing cross functional teams. Preferred Qualifications • Hands-on experience running deep learning models on popular ML frameworks such as PyTorch, TensorFlow, ONNX. • Hand-on experience with ONNX Runtime and/or Direct ML
- Experience developing software solutions that run in both Linux and Windows environments.
- Experience with Source code and configuration management tools, git knowledge is required.
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 or call Qualcomm’s toll-free number found . 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.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.EEO Employer: Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification.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.Pay range: $101,000.00 – $152,000.00The 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 .
Location: San Diego, CA
Job date: Wed, 04 Sep 2024 23:20:44 GMT
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