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Qualcomm
Qualcomm

Inventing the technologies the world loves.

Software Applications Engineer for AI/ML

职能机器学习
级别中级
地点Markham, Ontario, Canada
方式现场办公
类型全职
发布3个月前
立即申请

必备技能

Python

Linux

PyTorch

TensorFlow

Company:

Qualcomm Canada ULC:

Job Area:

Engineering Group, Engineering Group > Software Applications Engineering

General Summary:

General Summary:

As a pioneering technology innovator, Qualcomm expands the limits of possibility to deliver next-generation experiences and spearheads digital transformation, fostering a smarter, more connected future for everyone. As a Qualcomm Customer Engineer, you will collaborate with leading application vendors to integrate advanced AI models, ensuring they operate efficiently on powerful NPU engines built into Qualcomm chipsets. This position will expose you to Qualcomm’s cutting-edge CPU, GPU and NPU features, and ML/AI acceleration needed for the industry.

Must have experience:

· Strong experience in embedded software development, integration, optimization and debugging

· Proficiency in C/C++ and modern scripting languages such as Python

Preferred qualifications:

· 2+ years of experience working with embedded platforms

· 2+ years experience with high level OS (QNX, Linux, or Android)

· Experience with ML applications in Automotive Infotainment or Autonomous Driving

· Experience with dedicated ML accelerators or hardware blocks for embedded AI, inference optimization and edge deployment

· Hands on knowledge of major CV/DL frameworks: OpenCV, OpenCL, Py Torch, Tensor Flow, Caffe/Caffe2

· Experience with supervised & unsupervised ML, including CV, NLP, and LLM based systems, tuning GenAI models or reinforcement learning

· Experience with ML/MLOps pipelines for AI application development and deployment

· Solid understanding of neural network operators, linear algebra, quantization and ML/DL related fundamentals, including CNNs, object detection, segmentation, and related algorithms

· Experience with debugging tools (JTAG, ftrace, GDB)

· Strong communication, collaboration, and customer focused mindset

· Ability to manage tasks, timelines, and drive cross-functional execution

· Ability to quickly learn new technologies and perform deep technical analysis

Principal Duties and Responsibilities:

· Responsible for CV models, LLMs, VLMs, VLAs deployment in ADAS and Cockpit Edge platforms and support customers for successful commercialization

· Develop end to end applications for inference deployment on customer platforms

· Plan with team lead, take ownership of on-time delivery and quality.

· Train and support internal teams in issue resolution.

· Participate in cross department initiatives & activities to solve technical problems with cross-functional team.

· Contributing towards the continuous development & innovation of tools, technology and user experience

· Assist in the design, development, and implementation of Gen AI and LLM applications

· Contribute towards implementing fine tuning and distillation techniques

· Perform ML model benchmarking and functional analysis to drive requirements and specifications

· Support customer engagement with AI model/workload optimization and deployment

· Collaborates with own team and other teams to complete project work, including implementing and testing features and verifying the accuracy of systems

· Develops new and innovative ideas for a product or feature area.

· Drives triage of problems at the system level to determine root cause and presents results of testing and debugging to team members.

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.

Applicants: 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.

Pay range and Other Compensation & Benefits:

$88,000.00 - $132,000.00

The 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 Qualcomm Careers.

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关于Qualcomm

Qualcomm

Qualcomm

Public

Inventing the technologies the world loves.

10,001+

员工数

San Diego

总部位置

$136B

企业估值

评价

3条评价

3.0

3条评价

工作生活平衡

3.0

薪酬

2.0

企业文化

2.5

职业发展

3.5

管理层

2.0

45%

推荐率

优点

Opportunity to work at reputable company

Interesting work and new skill development

Strong brand name recognition

缺点

Low compensation compared to market rates

Poor communication from employees

No benefits provided

薪资范围

21个数据点

Junior/L3

Junior/L3 · Data Scientist

0份报告

$196,000

年薪总额

基本工资

$150,000

股票

$33,000

奖金

$13,000

$166,600

$225,400

面试评价

8条评价

难度

2.8

/ 5

时长

14-28周

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

常见问题

Coding/Algorithm

Technical Knowledge

System Design

Behavioral/STAR

Past Experience