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AIML - Applied ML Research Scientist, Accessibility

Apple

AIML - Applied ML Research Scientist, Accessibility

Apple

Cupertino, CA

·

On-site

·

Full-time

·

2w ago

We are seeking an Applied Machine Learning Research Scientist to join our Accessibility efforts on the Human-Centered Machine Intelligence (HCMI) team within AIML at Apple. Research Scientists in HCMI tackle significant technical and human-centered research challenges, collaborate with partner teams across Apple to ship products, and shape the field of human-centered AIML via external publication and engagement. Join us to design, study, and build intelligent interactive technologies that enable people of all abilities to use Apple technology.

Description:

The Human Centered Machine Intelligence (HCMI) group designs, studies, and builds interactive technologies that enable people to benefit from machine learning. We are a close-knit team of research scientists and engineers in a unique position to do research and work closely with product teams throughout Apple. Our work has resulted in numerous award-winning research publications and groundbreaking technologies impacting millions of people. The Accessibility team within HCMI specifically focuses on core ML technologies that address grand challenges in accessibility, including equitable speech access to people with disabilities, visual understanding for people who are blind or low vision, communication access for people who use sign language, and more.","responsibilities":"Developing new ML modeling approaches around vision, time-series, or multimodal ML.

Advancing the state of the art on Accessibility-related problems.

Designing and analyzing experiments to evaluate machine learning modeling approaches.

Working with partner teams to integrate machine learning approaches into human-centered applications.

Evaluating ML-powered applications using human-centered methods.

Creating human-centered machine learning contributions to be shared internally and/or externally (e.g., in ML and human-computer interaction venues).

Preferred Qualifications:

Experience designing machine learning models for sign language.

Experience conducting research in Accessibility (e.g., sign language, atypical speech, visual accessibility, or other topics).

Experience doing data collection or data curation (e.g., developing data or annotation protocols).

Experience with human-centered evaluation methods (e.g., developing user study protocols or running studies).

Experience developing and shipping products that use machine learning.

Strong writing and presentation skills.

Minimum Qualifications:

PhD in Machine Learning, Human Computer Interaction, Computer Science, or related field.

Experienced researcher in areas of machine learning, including computer vision or multi-modal modeling.

Publication and research record commensurate with seniority.

Proven history of turning research contributions into tools, guidelines, or products either commercially or as open source, or strong potential to do so.

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 .

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0

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

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