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Qualcomm
Qualcomm

Inventing the technologies the world loves.

AI Researcher: On-Device Agentic AI

职能机器学习
级别中级
地点Seoul, South Korea
方式现场办公
类型全职
发布6个月前
立即申请

必备技能

PyTorch

Machine Learning

Company:

Qualcomm Korea YH:

Job Area:

Engineering Group, Engineering Group > Machine Learning Engineering

General Summary:Company Introduction:

Qualcomm is a global leader in mobile technology innovation and is at the forefront of developing next-generation on-device AI technologies. The Qualcomm AI Research Korea conducts core AI research and development, creating intelligent agent technologies that will revolutionize the user experience. We look forward to receiving applications from passionate and talented individuals eager to shape the future of on-device AI technology with us.

Job Summary:

This role is responsible for researching and developing innovative on-device agentic AI systems that deliver personalized services. Agentic AI naturally follows a heterogeneous architecture, designed to handle tasks of varying complexity across different modalities. You will contribute to building on-device small language and multimodal models tailored for agentic AI, enabling intelligent assistance with a deep understanding of user context.

Key Responsibilities:

  • Research and develop algorithms that understand user behaviors and multimodal contextual signals to enable intelligent, personalized, and context-aware assistance.
  • Research and develop advanced multimodal and small language models tailored for on-device deployment, ensuring efficiency, low latency, and contextual relevance.
  • Design and implement heterogeneous system architectures for on-device agentic AI, supporting intelligent memory, continual learning, and personalization.

Qualifications:

  • Ph.D. in Computer Science, Artificial Intelligence, or a related field with 3+ years of relevant experience, or equivalent practical experience.
  • Mandatory experience with modern machine learning frameworks, including Py Torch..
  • Mandatory experience with Natural Language Processing (NLP), Language Models, Multimodal Language Models, or Multimodal Retrieval.
  • Experience with on-device AI and lightweight model development.
  • Excellent problem-solving and analytical skills.
  • Effective communication and teamwork skills.

Preferred Qualifications:

  • A strong publication record in major conferences such as NeurIPS, ICML, ICLR, CVPR, ICCV, ECCV, ACL, EMNLP, NAACL, and COLM.
  • Strong software development skills
  • Experience in software development for mobile or embedded environments

Minimum Qualifications:

  • Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 2+ 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 1+ year of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
    OR
    PhD in Computer Science, Engineering, Information Systems, or related field.

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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关于Qualcomm

Qualcomm

Qualcomm

Public

Inventing the technologies the world loves.

10,001+

员工数

San Diego

总部位置

$136B

企业估值

评价

3条评价

3.0

3条评价

工作生活平衡

3.0

薪酬

2.0

企业文化

2.5

职业发展

3.5

管理层

2.0

45%

推荐率

优点

Opportunity to work at reputable company

Interesting work and new skill development

Strong brand name recognition

缺点

Low compensation compared to market rates

Poor communication from employees

No benefits provided

薪资范围

21个数据点

Junior/L3

Junior/L3 · Data Scientist

0份报告

$196,000

年薪总额

基本工资

$150,000

股票

$33,000

奖金

$13,000

$166,600

$225,400

面试评价

8条评价

难度

2.8

/ 5

时长

14-28周

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

常见问题

Coding/Algorithm

Technical Knowledge

System Design

Behavioral/STAR

Past Experience