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Machine Learning Research Manager, Speech and Multimodal Modeling

Apple

Machine Learning Research Manager, Speech and Multimodal Modeling

Apple

Cambridge, MA

·

On-site

·

Full-time

·

2d ago

The Speech Team within the Siri organization drives major speech recognition, synthesis and speech to speech model changes for various features deeply embedded throughout Apple's ecosystem. Our team owns on-device accurate and private speech recognition models across various systems on chip and hardware platforms with diverse compute restrictions, enabling prominent production user experiences!

This team drives core technology advances while fulfilling major production needs, including developing speech to speech experiences and the underlying multimodal foundation model technology for current and future speech-enabled features across Apple's software, hardware, and services ecosystem. This allows for cutting edge applied research anchored in Apple specific production needs, while improving speech interaction experiences for Apple's customers around the world. Our technology powers speech interaction for iOS, watchOS, visionOS, macOS, tvOS, including Siri, Dictation and various speech enabled Apple Intelligence features.

Description

We are seeking an exceptional machine learning research manager with deep technical expertise and strong cross-functional leadership skills to drive applied modeling research, deliver foundational models that support large-scale project development, and contribute to advancing our data processing, modeling, and evaluation tooling. In this role, you will lead core modeling initiatives in speech understanding and speech-to-speech interactions.","responsibilities":"Deliver speech models and multimodal foundation models enabling step function quality improvements and new speech experiences

Oversee applied research and development closely, anchored in Apple's needs around high quality, efficient and private speech to speech models

Hands-on leadership to multiply productivity of their team by removing technical blockers

Collaborate with cross function teams on data processing, model development tooling, and evaluation

Preferred Qualifications

Master's degree or equivalent in Computer Science, Electrical Engineering or related fields

Minimum Qualifications

5+ years of experiences working in and leading machine learning research and development

Experience working on speech modeling, delivering research and production outcomes

Experience with both speech understanding and generation preferred

Prior experience leading a machine learning team

Hands-on experiences with large scale machine learning model development

Demonstrated ability to learn new technologies efficiently and apply them effectively

Proven ability to define and drive processes to increase development productivity and support complex project execution

Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant .

Pay & Benefits

At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $228,100 and $342,800, and your base pay will depend on your skills, qualifications, experience, and location.

Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.

Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.

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모의 지원자 수

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Apple 소개

Apple

Apple

Public

Apple Inc. is an American multinational technology company headquartered in Cupertino, California, in Silicon Valley, best known for its consumer electronics, software and online services.

10,001+

직원 수

Cupertino

본사 위치

$3.5T

기업 가치

리뷰

3.9

10개 리뷰

워라밸

2.5

보상

4.2

문화

3.8

커리어

3.5

경영진

3.2

72%

친구에게 추천

장점

Great benefits and compensation

Talented colleagues and supportive teams

Learning opportunities and mentorship

단점

Work-life balance challenges

High stress and pressure

Fast-paced environment

연봉 정보

11,365개 데이터

Junior/L3

L2

L3

L4

L5

L6

M3

M4

M5

M6

Principal/L7

Senior/L5

Staff/L6

Junior/L3 · Data Scientist ICT2

0개 리포트

$121,979

총 연봉

기본급

-

주식

-

보너스

-

$103,682

$140,276

면접 경험

3개 면접

난이도

3.3

/ 5

소요 기간

28-42주

합격률

33%

경험

긍정 33%

보통 0%

부정 67%

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

System Design

Behavioral/STAR

Technical Knowledge

Past Experience