Engineer/Senior Engineer/Lead Engineer - AI/ML Application Software

Qualcomm
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Job Description

As a member of the team responsible for the AI application developer experience on Snapdragon compute platform, you will have opportunity to provide Windows AI application developers with sample applications with interfaces and templates which will allow them to plug in their proprietary models to first test the port of their model on Windows on Snapdragon and derive valuable performance metrics which will further be used to optimize the model for performance. You will also be responsible to work with internal application/customer engineering teams to address any queries from application developer ecosystem on use of Snapdragon AI APIs and enhance the sample applications if needed. Through the experience on developing the sample applications, you will drive improvements into the SW stack including SDK, Tools, and documentation that will directly impact the ease of use and performance realization by Windows Application Developers on Snapdragon. You will work closely with development leads, software and hardware architects, project engineers, product managers, customer engineers, OEMs, OS partners and application developers.

Ideal candidate has extensive expertise in building end to end applications for one or more of Computer Vision, Audio, LVM, LLM use cases using AI/ML tools/workflow preferably on Windows on CPU, GPU, NPU.

Responsibilities:

  • Understand trends in ML model design, and workflow through application developer engagements and latest academic research
  • Develop and ensure sample application comprehensiveness for AI on Windows on Snapdragon to cover the gamut of models used, and use-cases including use of additional snapdragon optimized libraries outside of Snapdragon AI functions.
  • Provide sufficient performance and accuracy diagnostics in the sample application to accurately reflect the expected behavior of 3rd party application AI models
  • Interface with 3rd party application developers and other cross-site and cross-functional teams to arrive at easy-to-use sample application, and documentation that are directly leveraged by 3rd party app developers for Windows on Snapdragon
  • Contribute new features and designs to the Qualcomm AI toolkit to enhance the workflow experience of Application Developers

Skills and Experience:

  • 2-8 years’ experience in AI application development
  • Solid understanding of AI frameworks (e.g., TensorFlow, PyTorch), GPU programming, and parallel computing. Experience with large language models/foundational models development and deployment a plus
  • Experience with development of end-to-end AI application on Windows using Windows ML, DirectML a plus
  • Experience in deployment of AI models in application
  • Proficiency in programming languages such as Python, C++
  • Excellent communication skills to articulate complex technical concepts to non-technical and technical stakeholders.
  • Detail-oriented with strong problem-solving, analytical, and debugging skills
  • Demonstrated ability to learn, think and adapt in a fast-changing environment
  • Familiarity with software development methodologies, version control systems, and agile project management practices.
  • Bachelors/Masters in Computer Science or Electrical Engineering

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

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 here 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.

Company Info.

Qualcomm

Qualcomm is an American multinational corporation headquartered in San Diego, California, and incorporated in Delaware. It creates semiconductors, software, and services related to wireless technology. It owns patents critical to the 5G, 4G, CDMA2000, TD-SCDMA and WCDMA mobile communications standards.

  • Industry
    Semiconductors,Computer hardware,Computer software
  • No. of Employees
    45,000
  • Location
    San Diego, California, USA
  • Website
  • Jobs Posted

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