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职位Toyota USA

Engineer Race Strategy

Toyota USA

Engineer Race Strategy

Toyota USA

Salisbury, North Carolina

·

On-site

·

Full-time

·

1w ago

Overview Who we are

Collaborative. Respectful. A place to dream and do. These are just a few words that describe what life is like at Toyota. As one of the world’s most admired brands, Toyota is growing and leading the future of mobility through innovative, high-quality solutions designed to enhance lives and delight those we serve. We’re looking for talented team members who want to Dream. Do. Grow. with us.

Toyota Racing Development (TRD) is seeking an Engineer, Race Strategy to join our team. We are dedicated to advancing automotive engineering and maximizing racetrack performance, and this role is integral to our pursuit of becoming the most respected motorsports engineering organization.

This role focuses on the development and maintenance of predictive models to optimize real-time race strategy decisions. The position will be responsible for implementing cloud-based simulations, leveraging data science techniques to analyze historical race data, and communicating data-driven insights to race strategists to support decision-making before, during, and after race events.

Key Responsibilities:

  • Develop and maintain predictive models to optimize real-time race strategy decisions.
  • Implement cloud-based Monte Carlo simulations to evaluate risk/reward tradeoffs for various race strategies.
  • Utilize data science techniques to analyze historical race data, enhance model fidelity, and predictive accuracy.
  • Collaborate with race strategists and engineers to best summarize and visualize model output before, during, and after race events.
  • Research and integrate advanced methodologies in machine learning, predictive modeling, and probabilistic programming to enhance modeling capabilities.
  • Communicate data-driven insights and risk assessments to race strategists to support real-time decision-making.
  • Ensure predictive models are scalable, computationally efficient, and adaptable for real-time applications.

Qualifications:

A successful candidate will have:

  • Bachelor's degree in Engineering, Statistics, Data Science, or a related field.
  • 3+ years of experience working in professional motorsports, with a strong understanding of race strategy fundamentals.
  • Experience using predictive modeling and data analytics to inform race strategy decisions.
  • Proficiency in Rust, Python, C++, MATLAB, or similar programming languages.
  • Experience with probabilistic programming and machine learning frameworks, such as Py Torch, PyMC, Tensor Flow, or equivalent.

Preferred Qualifications:

  • Familiarity with AI/ML modeling techniques and their applications in motorsports.
  • Understanding of race car vehicle dynamics and tire modeling.
  • Experience developing or utilizing strategy tools in NASCAR.

Travel Requirements:

  • This role may require occasional support during race events on weekends to assist with race strategy execution and data analysis.
  • This role may require travel to some races and TRD facilities in California.

Belonging at Toyota

Our success begins and ends with our people. We embrace all perspectives and value unique human experiences. Respect for all is our North Star. Toyota is proud to have 10+ different Business Partnering Groups across 100 different North American chapter locations that support team members’ efforts to dream, do and grow without questioning that they belong.

Applicants for our positions are considered without regard to race, ethnicity, national origin, sex, sexual orientation, gender identity or expression, age, disability, religion, military or veteran status, or any other characteristics protected by law.

Have a question, need assistance with your application or do you require any special accommodations? Please send an email to talent.acquisition@toyota.com.

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关于Toyota USA

Toyota USA

Toyota Motor Sales U.S.A., Inc. is the American sales and marketing subsidiary of Toyota Motor Corporation, responsible for distributing Toyota and Lexus vehicles in the United States. The company operates dealership networks and provides automotive financing and service support across North America.

10,001+

员工数

Toyota City

总部位置

$200B

企业估值

评价

3.7

10条评价

工作生活平衡

3.2

薪酬

3.8

企业文化

4.0

职业发展

2.8

管理层

2.5

68%

推荐给朋友

优点

Good benefits and comprehensive health benefits

Supportive colleagues and friendly work environment

Good pay and decent compensation

缺点

Poor management and lack of direction

Limited career advancement and slow promotion

High workload and overwhelming work pressure

薪资范围

0个数据点

Junior/L3

Senior/L5

Staff/L6

Junior/L3 · Data Scientist Level 15

0份报告

$161,167

年薪总额

基本工资

-

股票

-

奖金

-

$137,092

$185,242

面试经验

50次面试

难度

3.3

/ 5

时长

14-28周

录用率

38%

体验

正面 60%

中性 26%

负面 14%

面试流程

1

Phone Screen

2

Technical Interview

3

Hiring Manager

4

Team Fit

常见问题

Technical skills

Past experience

Team collaboration

Problem solving