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职位Apple

Data Scientist

Apple

Data Scientist

Apple

Cupertino, CA

·

On-site

·

Full-time

·

1w ago

Apple Maps is changing, and data is in the driver's seat. Our mission is to build the best map in the world. As Data Science organization, our goal is to harness the power of user data to help Maps make great decisions. We work in a data-driven environment where Data Scientists are instrumental in keeping the data that powers Apple Maps up-to-date and relevant.

Description

We are looking for a talented, experienced Data Scientist to join our cross-functional team, focusing on evaluating routing service quality, ensuring its accuracy and reliability, and identifying areas of improvements. We work directly with the Engineering, Product, and Operation teams responsible for routing data and service algorithms that impact our millions of users every day. Our day-to-day work crosses many functional areas, including experimental design, AB testing, exploratory data analysis, AI/ML modeling, data mining, and more.","responsibilities":"Build data products (feature datasets, analyses, models, etc.) and scalable tools (typically in Python or Scala) to drive hypothesis generation and support collaborative decision-making with our partner teams in engineering and product management

Design, create and validate actionable metrics, at both the component level and to measure overall user engagement and experience

Design effective experiments for evaluating complex data and machine learning-based systems

Develop models and analyses to mine large volume of data, extract insights, and recommend opportunities for product improvements

Automate analyses and pipelines via SQL and Python/Scala-based ETL frameworks

Communicate insights to partner teams to influence product direction with data

Use data intuition to translate hard product goals and business problems into solvable data science problems

Explore rapidly evolving ML and GenAI techniques, prototyping new approaches to assess their applicability to Maps-related problems

Preferred Qualifications

Prior industry experience with AB testing and causal inference

Experience with spatial data analysis

Prior proven industry experience with large data sets using technologies like Hadoop and Spark

Experience writing pipelines for automating analytics tasks at scale

Domain-specific knowledge of the mapping/transportation/GIS industry

Experience mentoring junior data scientists and leading projects of varying sizes and scopes

Minimum Qualifications

MS/PhD in Computer Science, Statistics, Physics, Operations Research, or similar quantitative domain

3+ years experience with data analysis at web scale or relevant work experience

Proficient in at least one programming/scripting language (e.g., Python, Scala, Java)

Proficient in at least one database language (e.g., SQL)

Capable of translating business questions and needs into technical requirements, and using statistical techniques to find solutions

Solid communication and presentation skills

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 $141,800 and $258,600, 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

Junior/L3

L2

L3

L4

L5

L6

M3

M4

M5

M6

Principal/L7

Senior/L5

Staff/L6

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