Lead Engineer, Senior-Machine Learning, embedded, C++
Qualcomm · Posted Oct 13
Semiconductor, 5G wireless technology, mobile platform, and AI computing solutions
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About the role
The Generative AI team at Qualcomm integrates cutting-edge GenAI models on Qualcomm chipsets, using the chips' heterogeneous computing capabilities to run neural network models on-device without cloud connectivity on Snapdragon platforms. The team's inference engine runs Large Language Models (LLMs) and Large Vision Models (LVM) at near GPU speeds with high power efficiency. This role spearheads development and commercialization of the Qualcomm AI Runtime (QAIRT) SDK on Qualcomm SoCs, focusing on large C/C++ software stacks, edge-based GenAI deployment, and performance optimization on AI hardware accelerators.
What you will do
- In this role, you will spearhead the development and commercialization of the Qualcomm AI Runtime (QAIRT) SDK on Qualcomm SoCs. As an AI inferencing expert, you'll push the limits of performance from large models. Your mastery in deploying large C/C++ software stacks using best practices will be essential. You'll stay on the cutting edge of GenAI advancements, understanding LLMs/Transformers and the nuances of edge-based GenAI deployment. Most importantly, your passion for the role of edge in AI's evolution will be your driving force.
Skills used in this role
What the employer is looking for
- Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
- OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.
- OR PhD in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.
- 2+ years of academic or work experience with Programming Language such as C, C++, Java, Python, etc.
- Master’s/Bachelor’s degree in computer science or equivalent.
- 6+ years of relevant work experience in software development.
- Strong understanding of Generative AI models – LLM, LVM, LMMs and building blocks (self-attention, cross attention, kv caching etc.)
- Floating-point, Fixed-point representations and Quantization concepts.
- Experience with optimizing algorithms for AI hardware accelerators (like CPU/GPU/NPU).
- Strong in C/C++ programming, Design Patterns and OS concepts.
- Good scripting skills in Python.
- Excellent analytical and debugging skills.
- Good communication skills (verbal, presentation, written).
- Ability to collaborate across a globally diverse team and multiple interests.
Preferred qualifications
- Strong understanding of SIMD processor architecture and system design.
- Proficiency in object-oriented software development and familiarity
- Familiarity with Linux and Windows environment
- Strong background in kernel development for SIMD architectures.
- Familiarity with frameworks like llama.cpp, MLX, and MLC is a plus.
- Good knowledge of PyTorch, TFLite, and ONNX Runtime is preferred.
- Experience with parallel computing systems and languages like OpenCL and CUDA is a plus.
Benefits and support
- Compensation and benefits are detailed in the job posting
About Qualcomm
Qualcomm is a global leader in the development and commercialization of foundational technologies for the wireless industry, including mobile processors, 5G, and on-device artificial intelligence. The company designs and markets digital communications products, semiconductor solutions, and system software used globally across smartphones, automotive solutions, IoT devices, and computing systems. Through extensive R&D and intellectual property licensing, Qualcomm powers a highly interconnected and smarter world.
- Industry
- Semiconductors
- Company size
- 50000+ employees
- Founded
- 1985
- Location
- San Diego, California, USA
- Funding stage
- Public Company
Funding
Public Company · $53M raised
- 2018-11-01Grant
Leadership
President and Chief Executive Officer
Chief Financial Officer and Chief Operating Officer
James H. Thompson
Chief Technology Officer
Chief Marketing Officer
Ann Chaplin
General Counsel and Corporate Secretary
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