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Qualcomm
Qualcomm

Inventing the technologies the world loves.

Machine Learning Research Engineer – Speech for On-Device Agentic AI

직무머신러닝
경력미들급
위치Seoul, South Korea
근무오피스 출근
고용정규직
게시2개월 전
지원하기

필수 스킬

Python

PyTorch

TensorFlow

Machine Learning

Company:

Qualcomm Korea YH:

Job Area:

Engineering Group, Engineering Group > Machine Learning Engineering

General Summary:General Summary:

Qualcomm is a leading On-Device AI company, unlocking new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform On-Device AI's potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.

We are seeking talented and motivated machine learning researchers specializing in speech technologies to join our team. The ideal candidate will have a strong background in developing multi-modal speech-audio-language models, along with expertise in automatic speech recognition (ASR) and text-to-speech (TTS) technologies for building advanced conversational AI systems.

The ideal candidate will have a strong background in developing speech recognition (ASR), text-to-speech (TTS), and conversational AI systems, with focus on creating solutions for on-device interactive AI agents. The selected candidates will work on one of the topics in the list below.

  • Multimodal speech LLM
  • Generative models for speech/audio generation
  • Representation learning of speech and audio data

Minimum Qualifications:

  • Knowledge and experience in machine learning
  • Publications in machine learning, speech, and NLP
  • Programming skill in Python or C/C++
  • Experience in Py Torch (preferred) or Tensor Flow

Preferred Qualifications:

  • Experience in multimodal generative AI
  • Experience in representation learning for audio/speech data
  • Wide and deep knowledge in general machine learning and deep learning
  • Wide and deep knowledge in signal processing or speech processing

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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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