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Qualcomm
Qualcomm

Inventing the technologies the world loves.

Engineer, Staff - Machine Learning (AISW)

직무머신러닝
경력Staff+
위치Bengaluru, Karnataka, India
근무오피스 출근
고용정규직
게시4개월 전
지원하기

필수 스킬

Python

Java

PyTorch

Company:

Qualcomm India Private Limited:

Job Area:

Engineering Group, Engineering Group > Software Engineering

General Summary:

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!

Minimum Qualifications:

  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience. OR
    Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
    OR
    PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.

  • 2+ years of work experience with Programming Language such as C, C++, Java, Python, etc.

Responsibilities:In this role, you will spearhead the development and commercialization of the Qualcomm AI Runtime (QAIRT) SDK on Qualcomm So Cs. 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.10+ years of relevant work experience in software development.
Good understanding of Generative AI models – LLM, LVM, LMMs and building blocks (self-attention, cross attention, kv caching etc.)

Experience with optimizing algorithms for AI hardware accelerators
Strong in C/C++ programming, Design Patterns and OS concepts.
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

Strong background in kernel development for SIMD architectures.

Familiarity with frameworks like llama.cpp, MLX, and MLC is a plus.

Good knowledge of Py Torch, TFLite, and ONNX Runtime is preferred.

Experience with parallel computing systems and languages like OpenCL and CUDA is a plus.

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 disability-accomodations@qualcomm.com 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).

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to 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.

To all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.

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

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Qualcomm 소개

Qualcomm

Qualcomm

Public

Inventing the technologies the world loves.

10,001+

직원 수

San Diego

본사 위치

$136B

기업 가치

리뷰

3개 리뷰

3.0

3개 리뷰

워라밸

3.0

보상

2.0

문화

2.5

커리어

3.5

경영진

2.0

45%

지인 추천률

장점

Opportunity to work at reputable company

Interesting work and new skill development

Strong brand name recognition

단점

Low compensation compared to market rates

Poor communication from employees

No benefits provided

연봉 정보

21개 데이터

Junior/L3

Junior/L3 · Data Scientist

0개 리포트

$196,000

총 연봉

기본급

$150,000

주식

$33,000

보너스

$13,000

$166,600

$225,400

면접 후기

후기 8개

난이도

2.8

/ 5

소요 기간

14-28주

면접 과정

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

자주 나오는 질문

Coding/Algorithm

Technical Knowledge

System Design

Behavioral/STAR

Past Experience