トレンド企業

Apple
Apple

Think Different.

Machine Learning FEA Engineer

職種機械学習
経験ミドル級
勤務地Culver City, Canada, United States
勤務オンサイト
雇用正社員
掲載3ヶ月前
応募する

福利厚生

無制限休暇

健康保険

ストックオプション

必須スキル

Python

TensorFlow

Airflow

About the Role

Imagine what you can do here! We are committed to pushing the boundaries of innovation and engineering excellence in product designs through machine learning and FEA simulations. We truly believe in the power of predictive simulation to make the impossible possible, transform industries and improve people's lives. As a member of the Product Design FEA team, you will play a pivotal role in developing innovative machine learning technologies and directly impact the success of new i Phone, i Pad, Mac, Apple Watch, Vision Pro and many more future products. Come join us and put a dent in the universe!

Description

As a core member of the product design team, you will be responsible for developing and implementing ground-breaking machine learning methods that are based on predictive finite element simulations and important design load cases. The machine learning models will drive rapid design iterations by assessing potential risks and optimizing design trade-offs. You will be fully integrated with the product design team from the earliest stages to engineer ground breaking products.

Preferred Qualifications

  • Strong expertise in GNNs, CNNs, and transformer-based architectures
  • Implement and optimize these models for large-scale datasets on scalable ML platforms
  • Ability to work independently in white space and deal with an incredible fast-paced environment
  • Excellent cross-functional collaboration and written and verbal communication skills
  • Ph.D. in Computer Science, Machine Learning, Mechanical Engineering, or a similar discipline
  • Publications in top journals or conferences

Minimum Qualifications

  • Strong Expertise in Machine Learning, Deep Learning, and Optimization
  • Knowledges of Finite Element Analysis and/or other numerical methods in computational physics and mechanics
  • Proficiency in Python and relevant packages for ML
  • Outstanding communication skills
  • Passion for creating innovative, high-quality products
  • Desire to work in a fast-paced environment with passion for creating cutting edge products
  • M.S. in Computer Science, Machine Learning, Mechanical Engineering, or a similar discipline along with 3+ years of relevant experience

Equal Opportunity

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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Appleについて

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+

従業員数

Cupertino

本社所在地

$3.5T

企業価値

レビュー

10件のレビュー

3.9

10件のレビュー

ワークライフバランス

2.8

報酬

4.2

企業文化

3.6

キャリア

3.4

経営陣

3.2

72%

知人への推奨率

良い点

Great benefits and compensation

Talented colleagues and supportive teams

Learning opportunities and mentorship

改善点

Work-life balance challenges

Fast-paced and high-stress environment

Long hours and heavy workload

給与レンジ

11,365件のデータ

Junior/L3

L2

L6

M3

M4

M5

M6

Principal/L7

Senior/L5

Staff/L6

L3

L4

L5

Junior/L3 · Data Scientist ICT2

0件のレポート

$121,979

年収総額

基本給

-

ストック

-

ボーナス

-

$103,682

$140,276

面接レビュー

レビュー3件

難易度

3.3

/ 5

期間

28-42週間

内定率

33%

体験

ポジティブ 33%

普通 0%

ネガティブ 67%

面接プロセス

1

Application Review

2

Recruiter Screen

3

Technical Phone Screen

4

Onsite/Virtual Interviews

5

Team Matching

6

Offer

よくある質問

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Past Experience