3 days old

Machine Learning Engineer Senior Staff

Qualcomm Inc.
Bangalore
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Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group > Machine Learning Engineering

Job Overview:

Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.

GENERAL SUMMARY

Job Description Summary
Responsibilities shall include the following:
  • Design and implementation of drivers for the camera/vision processing pipelines on Qualcomms Autonomous/ADAS SoCs and platforms.
  • Closely collaborate with product owners and domain/technology experts to define the specifications, lead the software design/implementation, and integrate/validate software in a larger system.
  • Actively engage with Automotive OEMs, Tier-1s and ISVs to implement systems based on of Qualcomm Automotive platforms.

  • Working knowledge of operating systems like QNX, Linux and other RTOSs
  • Knowledge of frameworks and SDKs for Vision/Deep Learning (eg. OpenCV, OpenCL, PyTorch, TensorFlow etc.).
  • Experience designing complex fault-tolerant safety systems, and designing in accordance to industry standard specifications (eg. ISO26262, ASPICE).

  • 12 to 16 years of relevant experience
  • Solid hands-on software design and development experience on complex embedded computing platforms.
  • Hands-on experience developing and optimizing kernels and algorithms for DSP architectures, vector and tensor accelerators.
  • Strong programming experience in C/C++ , as well as hands-on experience debugging complex embedded software.
  • Experience using industry standard development tools - e.g. tool-chains, IDEs, configuration management etc.
  • Ability to contribute to all phases of software development - bring-up, design and deployment.
  • Demonstrated ability to work with engineers, partners and customers, and across the different geographical sites and technology domains.
  • Excellent verbal and written communication skills

    Minimum Qualifications

    Education:

    Bachelors - Computer Science, Bachelors - Engineering, Bachelors - Information Systems

    Work Experiences:

    7+ years Software Engineering, Hardware Engineering, Systems Engineering, or related work experience.

    Certifications:

    Skills:

    Preferred Qualifications

    Education:

    Masters - Computer Science, Masters - Engineering, Masters - Information Systems

    Work Experiences:

    1+ years in a technical leadership role with or without direct reports (only applies to positions with direct reports). ,3+ years experience working in a large matrixed organization. ,2+ years of work experience in a role requiring interaction with senior leadership (e.g., Director level and above) ,5+ years experience with Machine Learning frameworks (e.g.,Tensor Flow, Caffe, Caffe 2, Pytorch, Keras). ,Has developed 1+ novel Machine Learning architecture(s). ,5+ years experience in embedded system development and optimization with application to a specific problem domain in ML (e.g., NLP, multi-media) ,5+ years experience using statistics and probability (e.g., conditional probability, Bayes rule) ,5+ years of experience with low level interactions between operating systems (e.g., Linux, Android, QNX) and Hardware. ,5+ years experience with one or more programming language suitable for machine learning (e.g., Python, R, C, C++)

    Certifications:

    Skills:

    AI Frameworks, Calculus, Data Manipulation, Deep Learning, Machine Learning, Performance Optimization, Python, Statistics

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

    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.

    If you would like more information about this role, please contact Qualcomm Careers.


    We are engineers, scientists and business strategists. We are from many different countries and speak many different languages. We come from diverse cultures and have unique perspectives. Together, we focus on a single goalwe invent breakthrough technologies that transform how the world connects, computes, and communicates.

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  • Posted: 2021-06-11 Expires: 2021-07-12
    Sponsored by:
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    Machine Learning Engineer Senior Staff

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