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Apple
Apple

Think Different.

Machine Learning Video Process Engineer

职能机器学习
级别中级
地点Cupertino, Canada, United States
方式现场办公
类型全职
发布3周前
立即申请

Imagine the impact you can make. A billion users will use the technologies you helped craft almost daily. At Apple, you will have the opportunity to work on products that are always leaders in the industry and potentially change the world! The Video Engineering team at Apple is responsible for creating the image and video core technologies used in almost all Apple products and services. We are looking for a highly self-motivated individual to fill in the position of Machine Learning Video Processing Engineer.

Description

We are looking for a Machine Learning Video Processing Engineer who will join us to build Apple's next-generation video processing algorithms. In this role, you will identify and develop machine leaning solutions and work closely within a dynamic team to optimize and productize those features. Your responsibilities include, but not limited to:","responsibilities":"Develop and maintain data collection, processing, and curation pipelines to support model training, validation, and testing.

Design and implement deep learning algorithms for low-level vision tasks.

Optimize models and algorithms for performance, including latency, memory, and computational efficiency.

Integrate solutions into end-to-end video processing pipelines.

Preferred Qualifications

PhD or Masters degree in Machine Learning, Computer Science, Electrical/Computer Engineering, or related fields

Knowledge of low-level vision algorithms such as spatial and temporal image/video scaling, noise reduction, etc.

Background in digital signal and image processing

Publication record in top-tier conferences (e.g., CVPR, ICCV, SIGGRAPH, ECCV, NeurIPS, ICML, ICLR)

Excellent independent problem-solving skills

Excellent written and oral communication skills

Minimum Qualifications

Minimum requirement of a bachelors degree

Masters degree in Machine Learning, Computer Science, Electrical/Computer Engineering, or related fields

Knowledge of the principles, algorithms, and techniques used in machine learning and video processing with first-hand experiences.

Programming skills and hands-on experience with Python and deep learning frameworks such as Py Torch

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 $126,800 and $220,900, 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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关于Apple

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+

员工数

Cupertino

总部位置

$3.5T

企业估值

评价

10条评价

3.9

10条评价

工作生活平衡

2.8

薪酬

4.2

企业文化

3.6

职业发展

3.4

管理层

3.2

72%

推荐率

优点

Great benefits and compensation

Talented colleagues and supportive teams

Learning opportunities and mentorship

缺点

Work-life balance challenges

Fast-paced and high-stress environment

Long hours and heavy workload

薪资范围

11,365个数据点

Junior/L3

L2

L6

M3

M4

M5

M6

Principal/L7

Senior/L5

Staff/L6

L3

L4

L5

Junior/L3 · Data Scientist ICT2

0份报告

$121,979

年薪总额

基本工资

-

股票

-

奖金

-

$103,682

$140,276

面试评价

3条评价

难度

3.3

/ 5

时长

28-42周

录用率

33%

体验

正面 33%

中性 0%

负面 67%

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

System Design

Behavioral/STAR

Technical Knowledge

Past Experience