Engineer- AI/ML- tools

Qualcomm Technologies, Inc; Hyderabad City Taluka; On-site; PKR 1,200,000 - 1,800,000; Full time

Job summary

A leading technology company in Pakistan is seeking a Software Engineer to join their Generative AI team. The role involves developing the Qualcomm AI Runtime SDK and optimizing performance for large models on Qualcomm chipsets. Ideal candidates should have a strong background in C/C++ programming and extensive experience with Generative AI models. This position offers opportunities to work on cutting-edge technology and requires collaboration across diverse teams.

Benefits

Equal opportunity employer

Support for individuals with disabilities

Qualifications

• 6+ years of relevant work experience in software development.
• Strong understanding of large models and AI deployment.
• Floating-point and Fixed-point representations knowledge is essential.

Responsibilities

• Develop and commercialize the Qualcomm AI Runtime (QAIRT) SDK.
• Optimize algorithms for AI hardware accelerators.
• Collaborate with a globally diverse team.

Skills

Generative AI models

C/C++ programming

Analytical skills

Debugging skills

Collaboration

Scripting skills in Python

Education

Bachelor's degree in computer science or equivalent

Master's degree in a related field

PhD in a related field

Tools

PyTorch

TFLite

ONNX Runtime

OpenCL

CUDA

Job description

Company: Qualcomm India Private Limited

Job Area: Engineering Group, Engineering Group > Software Engineering

Join the exciting Generative AI team at Qualcomm focused on integrating cutting edge GenAI models on Qualcomm chipsets. The team uses Qualcomm chips’ extensive heterogeneous computing capabilities to allow inference of GenAI models on-device without a need for connection to the cloud. Our inference engine is designed to help developers run neural network models trained in a variety of frameworks on Snapdragon platforms at blazing speeds while still sipping the smallest amount of power. Utilize this power efficient hardware and Software stack to run Large Language Models (LLMs) and Large Vision Models (LVM) at near GPU speeds!

Responsibilities

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.

Requirements

• 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.

Minimum Qualifications

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.
• Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.
• PhD in Engineering, Information Systems, Computer Science, or related field.
• 2+ years of academic or work experience with Programming Language such as C, C++, Java, Python, etc.

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 [e-mail] 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).

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