AI SDK Software Engineer

1 Month ago • 2-4 Years

Job Summary

Job Description

As an AI SDK Software Engineer at Qualcomm China, you will focus on developing embedded deep learning solutions for automotive infotainment and ADAS platforms. This involves working with neural network frameworks like PyTorch and ONNX, optimizing applications for Qualcomm’s hardware acceleration cores (DSP/GPU/CPU), and contributing to the extension of our neural network engine to support the latest deep neural networks. The role also includes feature development, bug fixes, neural network operator development, performance optimizations, and supporting customers in deploying their neural networks. You will collaborate with various teams and support the testing team to improve the quality of our AI Toolchains.
Must have:
  • 3+ years C/C++ programming experience on Linux or embedded systems
  • Experienced with Python programming and understanding AI concepts
  • Excellent communication skills (verbal, presentation, written)
  • Ability to collaborate across a globally diverse team and teamwork
  • Have the concept of SDK development for variant system platforms
  • Familiar with ARM architecture
Good to have:
  • Enthusiasm in machine learning technology and hand-on experience
  • Familiar with popular quantization framework is a plus
  • Experienced with model accuracy analysis and debugging
  • Excellent software design, problem solving, debugging, documentation and presentation skills
  • Development on deep learning inference framework experience is a plus
  • Familiar with popular deep learning frameworks: TensorFlow, Pytorch, ONNX, etc.
  • Familiar with parallel programing, such as OpenCL, NEON, OpenMP, Cuda, etc.
  • DSP software development and algorithm implementation
  • Experienced with ADAS, LLM/LVM or ASR/NLP related models deployment is a plus

Job Details


Company:

Qualcomm China

Job Area:

Engineering Group, Engineering Group > Software Engineering

General Summary:

Job overview:

As part of the engineering team at Qualcomm China, focusing on automotive infotainment and ADAS platforms, we are seeking talented engineers with experience in machine learning to drive the development of embedded deep learning solutions.

Our mission is to combine high-performance software with cutting-edge hardware to execute deep neural networks rapidly, thereby enhancing the driving experience in the most efficient manner possible on the powerful Snapdragon chipset integrated within vehicles.

In this role, you will engage with neural network frameworks such as PyTorch and ONNX, contributing to the extension of our neural network engine to support the latest state-of-the-art deep neural networks emerging from both the research community and industry. You will also be responsible for optimizing these applications for Qualcomm’s next-generation hardware acceleration cores (DSP/GPU/CPU).

The work scope includes but not limit to:

  • Feature development and bug fix in Qualcomm Neural network SDK (QNN/AI Engine Direct SDK).
  • Neural network operator development, with Hexagon DSP or SIMD accelerator.
  • Performance optimizations and accuracy tuning for models with QC AI Toolchains.
  • Algorithms prototype design and implementation for standard and user-defined operators.
  • Practices on quantization aware training and post-training quantization.
  • Co-work with different regional teams about new feature design and implementation.
  • Support our testing team to improve the quality of our AI Toolchains.
  • Support our customers to deploy their neural networks in an efficient way.

Minimum Qualifications:

  • 3+ years C/C++ programming experience on Linux or other embedded system.
  • Experienced with Python programming and understanding AI concepts.
  • Excellent communication skills (verbal, presentation, written).
  • Ability to collaborate across a globally diverse team, have a good sense of responsibility and teamwork.
  • Have the concept of SDK development for variant system platforms.
  • Familiar with ARM architecture.

Preferred Qualifications:

  • Enthusiasm in machine learning technology, and hand-on experience in design/implementation of deep learning networks via modern frameworks.
  • Familiar with popular quantization framework is a plus: ONNX QDQ, Pytorch, TensorFlow, PPQ, TensorRT.
  • Experienced with model accuracy analysis and problem solving, debugging.
  • Excellent software design, problem solving, debugging, documentation and presentation skills and proved experience.
  • Development on deep learning inference framework relevant practical experience is a plus, such as QNN, TfLite, NCNN, TNN, MACE, etc.
  • Familiar with popular deep learning frameworks: TensorFlow, Pytorch, ONNX, etc.
  • Familiar with parallel programing, such as OpenCL, NEON, OpenMP, Cuda, etc.
  • DSP software development and algorithm implementation, familiar with Hexagon/HVX is a big plus.
  • Experienced with ADAS, LLM/LVM or ASR/NLP related models’ deployment is a plus.

Minimum Qualifications:

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.
OR
Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
OR
PhD 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.

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-accomodations@qualcomm.com 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.

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

Similar Jobs

whoop - Software Engineer II (Backend, Fitness)

whoop

Boston, Massachusetts, United States (On-Site)
3 Weeks ago
Epic Games - Backend Engineer

Epic Games

(On-Site)
2 Months ago
bytedance - Principal Site Reliability Engineer, CDN

bytedance

Singapore (On-Site)
7 Months ago
Next Level Business Services - Java Developer with Oracle SOA

Next Level Business Services

Cincinnati, Ohio, United States (On-Site)
7 Months ago
Epic Games - Security Programmer - Backend (Asset Integrity)

Epic Games

Montreal, Quebec, Canada (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Appirits - Web Engineer

Appirits

Tokyo, Japan (Hybrid)
4 Months ago
Valeo - IT Working Student

Valeo

Friedrichsdorf, Hessen, Germany (On-Site)
1 Month ago
Capgemini - Risk & Finance Cloud Consultant

Capgemini

Pune, Maharashtra, India (On-Site)
3 Weeks ago
Hacksaw Studios - Game Client Framework Developer

Hacksaw Studios

Stockholm, Stockholm County, Sweden (Remote)
9 Months ago
Ion - Technical Support Analyst, Jersey City - 9781

Ion

Jersey City, New Jersey, United States (On-Site)
8 Months ago
Ion - Senior DevSecOps Engineer, Italy

Ion

London, England, United Kingdom (On-Site)
8 Months ago
Google - Software Engineer III, Full Stack, Google Ads

Google

Los Angeles, California, United States (On-Site)
7 Months ago
bytedance - Network Data Operations Engineer

bytedance

Singapore (On-Site)
7 Months ago
Synechron - Core Platform Python Engineer

Synechron

Weehawken Township, New Jersey, United States (On-Site)
2 Weeks ago
Capgemini - Adobe Marketo

Capgemini

Mumbai, Maharashtra, India (On-Site)
1 Week ago

Get notifed when new similar jobs are uploaded

Jobs in Chengdu, Sichuan, China

TiMi - Online Shooting Game Publishing and Operation (South Korea Market)

TiMi

Shenzhen, Guangdong Province, China (On-Site)
1 Week ago
Philips - SCM Order Management Intern (Japanese)

Philips

Suzhou, Jiangsu, China (On-Site)
2 Weeks ago
Moonton  - Senior Tool Framework Development Engineer

Moonton

Shanghai, China (On-Site)
3 Weeks ago
Haleon - Trade Marketing Assistant Manager

Haleon

Shanghai, China (On-Site)
1 Week ago
Ansys - Account Representative

Ansys

Beijing, China (On-Site)
3 Weeks ago
Fictiv - Senior Logistics Coordinator

Fictiv

Guangzhou, Guangdong Province, China (On-Site)
3 Weeks ago
Riot Games - Publishing Coordinator, Wild Rift (Contract)

Riot Games

Shanghai, Shanghai, China (On-Site)
1 Month ago
virtous games - Art Director Environment

virtous games

Chengdu, Sichuan, China (On-Site)
2 Weeks ago
Zengame Technology - Advertising Optimization Specialist

Zengame Technology

Shenzhen, Guangdong Province, China (On-Site)
4 Months ago
Dentsu Aegis - Creative Director

Dentsu Aegis

Shanghai, China (On-Site)
5 Days ago

Get notifed when new similar jobs are uploaded

Similar Category Jobs

Looks like we're out of matches

Set up an alert and we'll send you similar jobs the moment they appear!

About The Company

Our employees make Qualcomm’s success possible. We hire the brightest minds and foster a supportive, inclusive culture where your ideas have the power to contribute to world-changing innovations and breakthrough technologies. To make that possible, we leverage the breadth and depth of our diverse expertise from around the world to answer the unasked, conquer the complex, and solve some of the biggest challenges only we can – together.

Hyderabad, Telangana, India (On-Site)

Santa Clara, California, United States (On-Site)

San Diego, California, United States (On-Site)

Bengaluru, Karnataka, India (On-Site)

Hyderabad, Telangana, India (On-Site)

Noida, Uttar Pradesh, India (On-Site)

Bengaluru, Karnataka, India (On-Site)

Bengaluru, Karnataka, India (On-Site)

Shenzhen, Guangdong Province, China (On-Site)

San Diego, California, United States (On-Site)

View All Jobs

Get notified when new jobs are added by Qualcomm

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug