AI Research Engineer, Senior to Staff Level

Company : Qualcomm Vietnam Company Limited, Hanoi Branch Office

Job Area : Engineering Group, Engineering Group >

Machine Learning Engineering

Overview

Qualcomm AI Research is looking for world-class algorithm engineers in general domain machine learning, especially deep learning, generative AI, LLM, LVM. Come join a high-caliber team of engineers building advanced machine learning technology, and best-in-class solutions, to enable state-of-the-art networks to run on devices with limited power, memory, and computation. Members of our team enjoy the opportunity to participate in cutting edge research while simultaneously contributing technology that will be deployed worldwide in our industry-leading devices. You will be part of a multi-disciplinary talented team working on on-device generative AI optimization. Collaborate in a cross-functional environment spanning hardware, software and systems. See your design in action on industry-leading chips embedded in the next generation of smartphones, autonomous vehicles, robotics, and IOT devices.

Responsibilities

• Algorithms research and development for efficient generative AI, LLM, LVM, Multi-modality
• Efficient inference algorithms, e.g. batching, KV caching, efficient attentions, long context, speculative decoding
• Advanced quantization algorithms for complex generative models, e.g., gradient / non-gradient based optimization, equivalent / non-equivalent transformation, automatic mixed precision, hardware in loop
• Model compression, lossy or lossless, structural and neural search
• Optimization based learning and learning based optimization
• Generative AI system prototyping
• Apply solutions toward system innovations for model efficiency advancement on device as well as in the cloud
• Python, Pytorch programming

Minimum Qualifications

Required Qualifications

Preferred Qualifications

Applicants

Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application / hiring process, Qualcomm is committed to providing an accessible process. You may email disability-accommodations@ to request accommodations. Qualcomm is also committed to making our workplace accessible for individuals with disabilities.

Qualcomm expects its employees to abide by all applicable policies and procedures, including 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.

Staffing and Recruiting Agencies

Our Careers Site is for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals represented by an agency are not authorized to use this site or submit profiles, applications or resumes. Qualcomm does not accept unsolicited resumes or applications from agencies.

More information

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

#J-18808-Ljbffr