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Machine Learning Manager, FM Runtime

Apple

Machine Learning Manager, FM Runtime

Apple

Santa Clara, CA

·

On-site

·

Full-time

·

3d ago

As a ML Engineering Manager for Foundation Model Runtime, you will manage and lead top flight ML engineers to deliver high performance inference solutions for generative AI features that power tentpole Apple features. You will work across organizations to connect product teams, model teams, FM services, cloud infrastructure, and your own team to deliver carefully engineered, high performance solutions aligned with critical milestones. You will also guide the team to architect for maximum leverage in the ML space, helping the team adapt the latest innovations in generative AI inference.

Description

Your role as Engineering Manager will provide support and leadership to incredible ML inference talent to deliver state of the art inference features and performance across Apple. This role offers the opportunity to turn cutting edge inference techniques into carefully crafted engineering solutions that will power both experimentation and production serving of generative AI models across multiple modalities. You will be gauging impact and aligning engineering resources to tackle new hardware and environments, meeting latency, throughput, and quality targets. You will develop technical talent and leadership in your team, and grow your team to meet new inference challenges. You will work cross functionally to set grounded expectations and provide key data that influence AI product development decisions and hardware investments.","responsibilities":"Balance both technical execution and the long-term vision for the team

Collaborate effectively with partner and product teams to define goals, set expectations, and shape roadmaps.

Provide both technical and career mentorship, empowering your team to succeed.

Strong interpersonal skills are essential for communicating technical complexities clearly to engineering partners, product management teams, and executives across Apple.

Preferred Qualifications

Masters degree in AI, Machine Learning, Computer Science, Mathematics

Strong understanding of AI model architecture, including transformers and vision models

Experience in model profiling and performance, evaluation, and roofline analysis

Minimum Qualifications

Bachelor's degree or equivalent experience in AI, ML, Mathematics, Computer Science, or a related field.

5+ years of experience applying and leading teams that productionize ML models or apply ML inference in areas of search, knowledge, or other AI adjacent areas.

3+ years of experience managing ML teams and leading ML development.

Experience in management of AI accelerator hardware and software infrastructure, ML performance analysis and tuning, transformer architecture and modeling, and algorithms

Experience in cross organization collaboration and alignment of goals and priorities with cross functional stakeholders

Strong foundational understanding of mathematics behind modern machine learning, including linear algebra and statistics.

Proven ability to translate requirements from design to implementation, both independently and within larger teams.

Demonstrated ability to actively manage team performance and take ownership of driving outcomes.

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 $188,200 and $325,500, 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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총 지원 클릭 수

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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