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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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Toyota USA 소개

Toyota USA
PublicToyota 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+
직원 수
Toyota City
본사 위치
$200B
기업 가치
리뷰
3.7
10개 리뷰
워라밸
3.2
보상
3.8
문화
4.0
커리어
2.8
경영진
2.5
68%
친구에게 추천
장점
Good benefits and comprehensive health benefits
Supportive colleagues and friendly work environment
Good pay and decent compensation
단점
Poor management and lack of direction
Limited career advancement and slow promotion
High workload and overwhelming work pressure
연봉 정보
0개 데이터
Junior/L3
Senior/L5
Staff/L6
Junior/L3 · Data Scientist Level 15
0개 리포트
$161,167
총 연봉
기본급
-
주식
-
보너스
-
$137,092
$185,242
면접 경험
50개 면접
난이도
3.3
/ 5
소요 기간
14-28주
합격률
38%
경험
긍정 60%
보통 26%
부정 14%
면접 과정
1
Phone Screen
2
Technical Interview
3
Hiring Manager
4
Team Fit
자주 나오는 질문
Technical skills
Past experience
Team collaboration
Problem solving
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