Machine Learning Engineer,Senior Staff

2 weeks ago

Hyderabad, Telangana, India Qualcomm Full time

Company:

Qualcomm India Private LimitedJob Area:
Engineering Group, Engineering Group >

Software Engineering

General Summary:


As a leading technology innovator, Qualcomm pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all.

As a Qualcomm Software Engineer, you will design, develop, create, modify, and validate embedded and cloud edge software, applications, and/or specialized utility programs that launch cutting-edge, world class products that meet and exceed customer needs.

Qualcomm Software Engineers collaborate with systems, hardware, architecture, test engineers, and other teams to design system-level software solutions and obtain information on performance requirements and interfaces.


Minimum Qualifications:

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.

ORMaster's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.

ORPhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.


  • 2+ years of work experience with Programming Language such as C, C++, Java, Python, etc.

Job Location:

HyderabadMore details below:
Join the growing team at Qualcomm focused on advancing state-of-the-art in Machine Learning.

The team uses Qualcomm chips' extensive heterogeneous computing capabilities to allow inference of trained neural networks on-device without a need for connection to the cloud.

Our inference engine is designed to help developers run neural network models trained in a variety of frameworks on Snapdragon platforms at blazing speeds while still sipping the smallest amount of power.

See your work directly impact billions of devices around the world.

Responsibilities:

In this position, you will be responsible for the development and commercialization of ML solutions like Snapdragon Neural Processing Engine (SNPE) SDK on Qualcomm SoCs.

You would be porting AI/ML solutions to various platforms and optimize the performance on multiple hardware accelerators (like CPU/GPU/NPU). You will have expert knowledge in deployment aspects of large software C/C++ dependency stacks using best practices.

You will also have to keep up with the fast-paced development happening in the industry and academia to continuously enhance our solution from software engineering as well as machine learning standpoint.


Requirements:
Master's or Bachelor's degree in Computer science or equivalent. 3-7 years of relevant work experience in software development.
Basics of Deep-learning and familiarity with neural network operators. Strong development skills in C and C++. Excellent analytical and debugging skills.

Knowledge of parallel computing systems and associated languages like OpenCL, CUDA.Good communication skills (verbal, presentation, written).Ability to collaborate across a globally diverse team and multiple interests.

Preferred QualificationsKnowledge of object-oriented software development. Knowledge of Processor architecture and system design fundamentals. Experience with optimizing algorithms for AI hardware accelerators (like CPU/GPU/NPU).

Background in mathematical operations:
linear algebra, fast-math libraries. Floating-point, Fixed-point representations and Quantization conceptApplicants
:

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