Qualcomm

Machine Learning Framework, Compiler & Performance Engineer

Qualcomm$99K — $149K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Engineering, Information Systems, or related field
  • Demonstrated adaptability in a fast-paced environment
  • Detail-oriented with strong analytical and debugging skills
  • Strong communication skills, both written and verbal
  • Essential experience in algorithm development and performance analysis

Responsibilities

  • Contribute to the evolution of ML/AI compilers at Qualcomm
  • Define and implement algorithms for efficient ML/AI workloads on Qualcomm hardware
  • Create algorithms to integrate the PyTorch framework with Qualcomm's ML/AI compiler flows
  • Analyze trends in ML network design from customer insights and academic research
  • Explore performance trade-offs for future hardware and software ML algorithms
  • Develop simulation components using C++ and Python for performance analysis
  • Predict pre-silicon performance for various ML algorithms
  • Run and debug performance simulations, providing enhancement suggestions for hardware and software

Benefits

  • Competitive annual discretionary bonus program
  • Opportunity for annual RSU grants
  • Comprehensive benefits package designed for employee well-being
  • Supportive work environment that fosters collaboration and innovation
Full Job Description
Company:
Qualcomm Canada ULC

Job Area:
Engineering Group, Engineering Group > Machine Learning Engineering

Job Purpose:

As a member of Qualcomm's ML Systems Team, you will participate in two activities:
  • Development and evolution of ML/AI compilers (production and exploratory versions) for efficient mappings of ML/AI algorithms on existing and future HW
  • Analysis of ML/AI algorithms and workloads to drive future features in Qualcomm's ML HW/SW offerings


Key Responsibilities:
  • Contributing to the development and evolution of ML/AI compilers within Qualcomm
  • Defining and implementing algorithms for compiling ML/AI workloads to achieve high performance and low power on Qualcomm HW
  • Creating and implementing algorithms that couple PyTorch framework efficiently to Qualcomm ML/AI Compiler flows.
  • Understanding trends in ML network design, through customer engagements and latest academic research, and how this affects both SW and HW design
  • Exploration and analysis of performance/area/power trade-offs for future HW and SW ML algorithms
  • Creation of performance-driven simulation components (using C++, Python) for analysis and design of high-performance HW/SW algorithms on future SoCs
  • Pre-Silicon prediction of performance for various ML algorithms
  • Running, debugging and analyzing performance simulations to suggest enhancements to Qualcomm hardware and software to tackle framework, compute and system memory-related bottlenecks

• Successful applications will work in cross-site, cross-functional teams.

Requirements:
  • Demonstrated ability to learn, think and adapt in fast changing environment
  • Detail-oriented with strong problem-solving, analytical and debugging skills
  • Strong communication skills (written and verbal)
  • Strong background in algorithm development and performance analysis is essential


The following experience would be significant assets:
  • Strong object-oriented design principles
  • Strong knowledge of C++
  • Strong knowledge of Python
  • Experience in compiler design and development is an asset
  • Knowledge of network model formats/platforms (eg. Pytorch, ONNX) is a strong asset.
  • Knowledge of software development processes (revision control, CD/CI, etc.) • Familiarity with tools such as git, Jenkins, Docker, clang/MSVC
  • On-silicon debug skills of high-performance compute algorithms • Knowledge of algorithms and data structures
  • Knowledge of computer architecture, digital circuits and event-driven transactional models/simulators


Minimum Qualifications:
• Bachelor's degree in Computer Science, Engineering, Information Systems, or related field.

Pay range and Other Compensation & Benefits:
$99,500.00 - $149,300.00

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.

About Qualcomm

Qualcomm Ventures is the investment arm of Qualcomm Incorporated. Founded in 2000, Qualcomm Ventures is a corporate venture capital fund with over 150 active portfolio companies and more than 20 exits over a billion dollars, including 99 Taxis, Cruise Automation, Fitbit, Invensense, NQ Mobile, Waze, and more. As a global investor, Qualcomm Ventures helps connect entrepreneurs to the resources, relationships, and deep industry expertise they need to succeed in the mobile technology ecosystem.

Qualcomm Careers

Joining Qualcomm offers more than just a job opportunity; it's a gateway to a career infused with innovation, leadership, and growth. As a pivotal leader in the world of wireless technology, Qualcomm stands at the forefront of digital communication advancements. Our team of professionals is dedicated to pushing the boundaries of what's possible, making this an ideal time to become part of our global community.

Work You’ll Do

At Qualcomm, you will collaborate with some of the brightest minds in the industry, engaging in work that transforms the way the world connects, computes, and communicates. Our diverse team is driven by a shared passion for creating path-breaking wireless technologies that empower mobile ecosystems worldwide.

Innovate and Grow

Embrace the opportunity to innovate alongside leaders in the field and contribute to projects that have a global impact. Qualcomm is committed to fostering a culture of innovation and continuous improvement, ensuring that every team member has the opportunity to make a significant impact.

Professional Growth and Development

Qualcomm is dedicated to the professional growth of its employees, offering unparalleled benefits, diverse career paths, and extensive training programs that encourage professional and personal development. Whether you're looking for leadership roles or specialized technical positions, Qualcomm provides the resources and support to help you drive your career forward.

Diversity and Inclusion

We believe that a diverse workforce fuels our innovation and reflects our commitment to making a positive impact. Qualcomm’s inclusive culture and diversity training programs are designed to promote an environment where all employees can thrive.

Internship Programs

Start your career with Qualcomm through our dynamic internship programs. These opportunities allow you to apply your skills in real-world scenarios, providing a robust foundation for future employment. Internships at Qualcomm are characterized by meaningful projects and the chance to network with industry leaders.

Join Our Team

Explore the numerous job opportunities at Qualcomm, from engineering to marketing, and discover how your skills and interests align with our mission. We are continuously hiring creative and driven individuals who are ready to contribute to our culture of innovation.

Prepare for Your Interview

Ready to join our team? Prepare your resume to highlight your relevant experience and skills. Our interview process is designed to understand your capabilities and how they align with our goals at Qualcomm. We look for passionate, curious, and innovative team players who are ready to take the next step in their careers.

Stay Connected

Keep up to date with the latest at Qualcomm by following our careers blog. Gain insider perspectives and industry-leading insights that can help you navigate your professional journey.

Career Opportunities Await

At Qualcomm, your career is what you make of it. With support for your ambitions and a network of global professionals, the opportunities to advance and excel are nearly limitless. Join us and be part of a team that’s leading the world in next-generation technology.

Search Qualcomm Jobs

Discover the positions that match your skills and interests. We are looking for individuals who are ready to make an impact and excel in a fast-paced, innovative environment.

Explore Qualcomm Careers

Whether you're seeking an internship, a first job, or a leadership position, Qualcomm offers a range of opportunities across various disciplines. Let your career journey begin here, where innovation, leadership, and growth come together to create extraordinary outcomes.
Learn more about Qualcomm
Size
45,000 employees
Market Cap
$122.5 billion
Industry
Net Income
$6.7 billion
Founded
1985
5 Year Trend
+14.7%
Revenue
$26.6 billion
NASDAQ

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