Senior Staff AI/ML Tools and Performance Tuning Engineer

3 weeks ago


Oregon, United States InterviewGIG Full time

Company: Qualcomm India Private Limited

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

General Summary:

We are looking for an experienced AI System Software Engineer to drive comprehensiveness and enhancement of Performance Optimization tools of state-of-the-art machine learning solutions on Snapdragon platform.

As a senior member of the team responsible for the AI application developer experience on Snapdragon compute platform, you will have opportunity to represent the portability and optimization SW tools requirements of Windows on Snapdragon application developers for multiple AI use-cases and ensure the Snapdragon AI platform tools deliver the advertised industry leading AI performance and power on Windows on Snapdragon through automated app development workflows. You will also drive technical initiatives to continuously benchmark the AI optimization workflow on reference AI networks that will serve as relevant, reference case studies for application developers for Windows on Snapdragon. You will drive improvements into the SW stack including SDK, Tools, and documentation that will directly impact the ease of use and performance realization by Windows Application Developers on Snapdragon. You will work closely with development leads, software and hardware architects, project engineers, product managers, customer engineers, OEMs, OS partners and application developers.

Ideal candidate has extensive expertise in using AI/ML tools/workflow preferably on Windows on CPU, GPU, NPU, iterative log analysis and performance tuning of one or more of Computer Vision, Audio, LVM, LLM applications.

Responsibilities:

• Understand trends in ML model design, and workflow through application developer engagements and latest academic research

• Be the gate keeper for KPIs for AI development tools on Windows on Snapdragon in terms of level of automation, ease of use, and resulting performance and accuracy preservation

• Competitive benchmarking of tools and workflow on competitive platforms on state-of-the-art models

• Develop methodology to continuously characterize the Snapdragon AI tools and recommended workflow on Windows on Snapdragon using state of the art models

• Drive the creation and enhancement of AI performance debug, analysis, and optimization tools for AI application development for Windows on Snapdragon so that Application Developers have nil to very low barrier to entry for Windows on Snapdragon

• Interface with 3rd party application developers and other cross-site and cross-functional teams to arrive at best-in-class performant tools, and documentation that are directly leveraged by 3rd party app developers for Windows on Snapdragon

• Contribute new features and designs to the Qualcomm AI toolkit to enhance the workflow experience of Application Developers

Skills and Experience:

• Excellent understanding of AI frameworks (e.g., TensorFlow, PyTorch), GPU programming, and parallel computing. Experience with large language models/foundational models development and deployment a plus

• Good Understanding of complete AI Software stack and familiarity with AI performance tuning techniques on GPU, NPU based systems

• Experience with performance optimization of AI application on Windows using optimization tools/libraries/primitives on GPU, NPU a plus

• Experience in full workflow involved in training and deployment of models on servers and porting to client Windows compute platforms involving model inference deployment and performance tuning

• Proficiency in programming languages such as Python, C++

• Experience in compiler design and development for AI is an asset

• Excellent communication skills to articulate complex technical concepts to non-technical and technical stakeholders.

• Strong leadership abilities to motivate and guide development teams.

• Detail-oriented with strong problem-solving, analytical, and debugging skills

• Demonstrated ability to learn, think and adapt in a fast-changing environment

• Familiarity with software development methodologies, version control systems, and agile project management practices.

• 10+ years’ experience in High Performance Computing System Engineering or Software with 5+ years in AI system optimization

• Bachelors/Masters in Computer Science or Electrical Engineering

Minimum Qualifications:

• Bachelor’s degree in Computer Science, Engineering, Information Systems, or related field and 6+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.

OR

Master’s degree in Computer Science, Engineering, Information Systems, or related field and 5+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.

OR

PhD in Computer Science, Engineering, Information Systems, or related field and 4+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related w

#J-18808-Ljbffr



  • Oregon, United States InterviewGIG Full time

    Company: Qualcomm India Private Limited Job Area: Engineering Group, Engineering Group > Machine Learning Engineering General Summary: We are looking for an AI Performance System Software Engineer to work on performance and power enhancements into the SW and HW stacks and SW tools of state-of-the-art machine learning solutions on Snapdragon platform. As a...


  • Oregon, United States Qualcomm Full time

    Company: Qualcomm India Private Limited Job Area: Engineering Group, Engineering Group > Software Applications Engineering General Summary: AI ML Solutions Engineer Job Description: Role is to Architect, build and develop customer centric AI solutions for connected smart systems, Mobile, Compute and Intelligent edge and make them ease to use, scalable across...


  • Oregon, United States Qualcomm Full time

    Company: Qualcomm Canada ULC Job Area: Engineering Group, Engineering Group > Machine Learning Engineering General Summary: 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...


  • Oregon, United States Nutanix Full time

    Company: Qualcomm India Private Limited Job 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...


  • Oregon, United States Nutanix Full time

    Company: Qualcomm India Private Limited Job Area: Engineering Group, Engineering Group > Software Engineering General Summary: Qualcomm's QCT Automotive Software team is responsible for building embedded, next-generation system-on-chip solutions for Connected Infotainment segment and ADAS segments as part of a Global Qualcomm Automotive initiative across...


  • Oregon, United States Nutanix Full time

    Company: Qualcomm India Private Limited Job Area: Engineering Group, Engineering Group > Software Engineering General Summary: Job Description As a lead architect of Neural Signal Processor (NSP) SDK team you will be responsible for design, development, integrate, commercialize and maintaining software for CPU, NSP processors and Hardware...


  • Oregon, United States Qualcomm Full time

    Company: Qualcomm India Private Limited Job Area: Engineering Group, Engineering Group > Systems Engineering General Summary: General Summary Qualcomm Adreno has been the dominating GPU in today’s smart phone market as well as the fundamental component of Qualcomm SoC to enable the exciting new markets like VR, IoT, AI, drone, autonomous driving etc. At...


  • Oregon, United States NVIDIA Full time

    Senior Compiler Engineer – MLIR page is loaded Senior Compiler Engineer – MLIR Apply locations US, CA, Santa Clara US, TX, Austin US, OR, Hillsboro US, WA, Redmond US, Remote time type Full time posted on Posted Today job requisition id JR1973979 We are looking for experienced Systems SW Compiler Engineers for an exciting role in our PTX (Parallel Thread...


  • Oregon, United States Nutanix Full time

    Company: Qualcomm Canada ULC Job Area: Engineering Group, Engineering Group > Software Test 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 Test...


  • Oregon, United States Appfox Full time

    What you will do Let’s do this. Let’s change the world. We are seeking an Automation/Integration Engineer to be part of the Safety IS product team. Your main responsibility will involve developing digital solutions by employing innovative and groundbreaking technologies. You will join a team in helping advance and build solutions for process...


  • Oregon, United States Dutchie Full time

    About This Job As a Senior Staff Engineer, you will be a technical leader on the Growth Platform team, and within the Dutchie organization. You will be responsible for ensuring the stability, performance, and evolution of our ecommerce platform’s technical infrastructure. The primary objectives for this role include both technical and mentorship work. You...


  • Oregon, United States Qualcomm Full time

    Company: Qualcomm Canada ULC Job Area: Engineering Group, Engineering Group > ASICS Engineering General Summary: Are you a creative engineer looking for challenges? Want to develop technologies that improve people’s everyday life? Qualcomm AI HW team is looking for a strong ASIC design verification engineer. Join our effort in developing world class ML HW...


  • Oregon, United States Karkidi Full time

    In this pivotal role, you will be an integral member of the Programming Analytics and Solutions (PAS) - Data Solutions Team. Your responsibilities will include leading a small team of Functional Service Provider (FSP) staff, collaborating with external vendors and internal stakeholders, and actively engaging in hands-on programming activities. Our...


  • Oregon, United States Experis ManpowerGroup Sp. z o.o. Full time

    Staff Site Reliability Engineering - PRE Numer ref.: 12206 Opis Pracy Job Tasks: As a part of the Product Reliability Engineering (PRE) Organization, you will be responsible for availability, latency, performance, efficiency, change management, monitoring, emergency response, and capacity planning. In this role, your time will be split between...


  • Oregon, United States Qualcomm Full time

    Company: Qualcomm Global Trading Pte. Ltd. Job Area: Engineering Group, Engineering Group > Hardware Engineering General Summary: At Qualcomm, we are at the forefront of wireless technology innovation, driving the development and expansion of 5G. Our foundational technologies have revolutionized mobile communication, enabling seamless connectivity across 3G,...


  • Oregon, United States Bon Secours Mercy Health Full time

    At Bon Secours Mercy Health, we are dedicated to continually improving health care quality, safety and cost effectiveness. Our hospitals, care sites and clinicians are recognized for clinical and operational excellence. **About Us** As a faith-based and patient-focused organization, Mercy Health exists to enhance the health and well-being of all people in...


  • Oregon, United States NVIDIA Full time

    Senior ASIC Design Engineer - Memory Controller page is loaded Senior ASIC Design Engineer - Memory Controller Apply locations US, CA, Santa Clara US, MA, Westford US, TX, Austin US, OR, Hillsboro US, NC, Durham time type Full time posted on Posted 4 Days Ago job requisition id JR1975362 We are now looking for a Senior ASIC Design Engineer for Memory...


  • Oregon, United States Qualcomm Full time

    Company: Qualcomm Canada ULC Job Area: Engineering Group, Engineering Group > ASICS Engineering General Summary: What we are doing what has not been done. Shape the future of low power AI subsystems. Push the boundaries on features and performance. Qualcomm Technologies Audio products are designed to offer premium wireless connectivity, high levels of...


  • Oregon, United States Altamira Technologies Full time

    Altamira Technologies is seeking Senior Software Engineers to join our world-class Space Systems engineering team in the Northern Virginia, Washington DC Metro Area. As a candidate for this opportunity,you should have a good foundation in object-oriented software development and be experienced working in a LINUX or UNIX environment. The candidate should have...


  • Oregon, United States Qualcomm Full time

    Provides process, analysis, support, transparency, and insight on product development in order to maintain a steady stream of deliverables. Manages and tracks operational and headcount budgets. Works cross functionally with various teams (i.e., finance, engineering, program management) to forecast and set budgets for programs and meet customer demands on...