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职位Caterpillar

EXD Product Analytics Engineer

Caterpillar

EXD Product Analytics Engineer

Caterpillar

Akashi, Hyogo

·

On-site

·

Full-time

·

2w ago

必备技能

Python

Tableau

Machine Learning

Career Area:

Engineering

Job Description:

Your Work Shapes the World at Caterpillar Inc.

When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.

Machine Data Analytics section in EXD product group (EXD) is seeking a data analytics engineer. This position will plan and execute an alley of data analytics that support the development of new products, features, and services as well as product support for our customers.

EXD製品グループ車両データ分析課では、データ分析エンジニアを募集しています。このポジションでは、新製品や機能・サービスの開発および製品保守などを支援する為の様々なデータ分析業務を計画・遂行します。

Job Responsibilities:

  • Plan big data collection from global population of IoT construction machines
  • Configure telematics systems for data transmission
  • Collect large-scaled telematics data and construct databases
  • Collaborate with CAT Digital to maximize the usability of the big data via enterprise systems
  • Analyze and interpret data to provide value-added insights to support product design & development
  • Implement trending, prediction, and alert features with data science, machine learning, and AI tools
  • Visualize and present analysis results with BI tools
  • Automate big data analysis processes using AI
  • 世界各地のIoT建機からのビッグデータ収集計画
  • テレマティックスシステムへのデータ通信機能コンフィグレーション
  • テレマティックスデータ収集とデータベース構築
  • キャタピラー社デジタル部門と協業し基幹システムによるデータ可用性の最大化
  • ビッグデータを分析・解釈して付加価値のある知見を製品設計・開発にフィードバック
  • データサイエンス・機械学習・AIを駆使して傾向分析、予測、警告機能を実装
  • BIツールを用いた分析結果の視覚化とプレゼンテーション
  • ビッグデータ分析プロセスの自動化およびAI活用

Basic Qualifications:

  • Bachelor’s or higher degree in an engineering or scientific field
  • Minimum three years of work experience as a mechanical or IT engineer in a relevant technical domain
  • Ability to leverage technical expertise to contribute to effective project execution
  • Basic communication skills in business English
  • Ability to apply logical thinking and statistical approaches
  • Interest in the development of Caterpillar products such as hydraulic excavators
  • 理工学系 学士号・修士号・博士号 取得者
  • 機械系もしくはIT系エンジニアとして、いずれかの領域で3年以上の実務経験を持つ方
  • 専門性を活かしてプロジェクト推進に貢献できる方
  • 英語で基本的な業務コミュニケーションがとれる方
  • 論理的・統計的思考が得意な方
  • 油圧ショベル等キャタピラー製品の開発に興味がある方

Top Candidates Will Also Have:

  • Practical knowledge of construction machinery and their applications
  • Basic programming and machine learning experience (e.g., Python, DevOps)
  • Experience working with relational databases (e.g., Snowflake, MySQL)
  • Experience with data visualization tools (e.g., Tableau, PowerBI)
  • Strong intellectual curiosity
  • 建設機械製品とその用途についての実践知識
  • プログラミング・機械学習についての基礎知識(例:Python, DevOps)
  • リレーショナルデータベースについての基礎知識(例:Snowflake, MySQL)
  • BIツールでのデータ視覚化についての基礎知識(例:Tableau, PowerBI)
  • 旺盛な知的好奇心

This position requires working onsite five days a week.

Visa Sponsorship is not available for this position.

Posting Dates:

March 19, 2026 - March 31, 2026

Caterpillar is an Equal Opportunity Employer. Qualified applicants of any age are encouraged to apply

Not ready to apply? Join our Talent Community.

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关于Caterpillar

Caterpillar

Caterpillar Inc. is an American construction, mining, and other engineering equipment manufacturer. The company is the world's largest manufacturer of construction equipment. In 2018, Caterpillar was ranked number 73 on the Fortune 500 list and number 265 on the Global Fortune 500 list.

10,001+

员工数

Peoria

总部位置

$127B

企业估值

评价

3.5

3条评价

工作生活平衡

2.5

薪酬

3.0

企业文化

2.0

职业发展

2.0

管理层

2.5

25%

推荐给朋友

优点

Strong company brand and reputation

Supportive management willing to fund training

Trusted team member with recognized expertise

缺点

Limited internal advancement opportunities

Company loyalty not rewarded with career growth

Heavy extroverted culture difficult for introverts

薪资范围

14个数据点

Mid/L4

Principal/L7

Senior/L5

Staff/L6

Mid/L4 · Data Scientist II

1份报告

$123,438

年薪总额

基本工资

$94,952

股票

-

奖金

-

$123,438

$123,438

面试经验

7次面试

难度

2.7

/ 5

时长

14-28周

录用率

43%

体验

正面 43%

中性 43%

负面 14%

面试流程

1

Application Review

2

Online Assessment

3

Technical Interview

4

Final Round Interview

5

Offer

常见问题

Coding/Algorithm

Technical Knowledge

Behavioral/STAR

Past Experience