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职位Apple

Sr Software Engineer - AML, AI & Data Platforms (AiDP)

Apple

Sr Software Engineer - AML, AI & Data Platforms (AiDP)

Apple

Sunnyvale, CA

·

On-site

·

Full-time

·

1w ago

We are looking for a passionate and experienced Software Engineer to help build the next generation of Applied Machine Learning Platform. The Applied Machine Learning Platform team provides backend services and infrastructure for various Machine Learning and Data Science teams to train, build, deploy, and inference models at scale to prevent fraud on multiple Apple platforms like Apple Pay, Apple Media Products, App Store, Online Store, Retail, Apple Care, and Manufacturing. In addition to preventing fraud, this platform is responsible for driving operations and logistics for Online Store, Apple Care, and Retail. Our team within the greater AiDP platform development team is the Core Services, which is a backbone of the platform, responsible for handling thousands of transactions per second in a distributed manner.

Description

This is a role of a Sr Software Engineer who has deep systems thinking to design, build, and enhance a scalable and highly concurrent ML/AI serving platform. Knowledge of Python, Machine Learning concepts, tools, and packages is a must. If you're excited about building a production-grade platform and solving hard distributed systems problems, this is your opportunity to make a lasting impact at scale.","responsibilities":"You will design and implement large-scale, secure, and highly available systems, while collaborating across teams to drive the future of secure, scalable inference platforms. The mindset required and to be developed is how to process thousands of transactions per second, how to achieve consistency without sacrificing performance. Work with cross-functional teams to drive requirements, size scope and effort, mentor junior engineers, lead the project to completion, and provide support for any production issues.

Preferred Qualifications

Excellent written and verbal communication skills on both technical and non-technical topics

Experience building async web services with Gunicorn (Green Unicorn), FastAPI, or other Python frameworks

Exposure to Ray, KServe, Triton, or other inference frameworks

Ability to debug complex cross-platform issues and optimize performance

Ability to debug and improve ML workflow tuning for high accuracy

Knowledge of using GenAI to build solutions to improve productivity of developers, users, and businesses

Self-directed, self-motivated, and detail-oriented with the ability to come up with good design proposals and thorough analysis of production issues

Minimum Qualifications

8+ years of software development experience

4+ years of Python expertise building production applications

Solid understanding of Python concurrency, threading, multiprocessing, and their practical trade-offs in high-throughput production systems

Strong understanding of Python internals and their implications in highly concurrent systems

Deep knowledge of ML/AI frameworks and ecosystems

Strong understanding of computer science fundamentals, including data structures and algorithms

Proficiency in containerization technologies like Kubernetes and CNCF technologies

Proficiency in profiling, optimizing, debugging Python applications and libraries

Bachelor's Science Computer Science or equivalent or a similar discipline degree or experience

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 $181,100 and $318,400, 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

3.9

10条评价

工作生活平衡

2.5

薪酬

4.2

企业文化

3.8

职业发展

3.5

管理层

3.2

72%

推荐给朋友

优点

Great benefits and compensation

Talented colleagues and supportive teams

Learning opportunities and mentorship

缺点

Work-life balance challenges

High stress and pressure

Fast-paced environment

薪资范围

11,365个数据点

L2

L3

L4

L5

L6

L2 · Business Analyst L2

0份报告

$114,215

年薪总额

基本工资

$45,686

股票

$57,108

奖金

$11,422

$79,951

$148,480

面试经验

3次面试

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