11 дней назад
Engineer Race Strategy (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Engineer Race Strategy (AI/ML): Develops predictive models and cloud-based Monte Carlo simulations to optimize real-time race strategy decisions, with an accent on historical race data, probabilistic programming, and machine learning. Focus on building scalable real-time models, evaluating risk/reward tradeoffs, and communicating data-driven insights to race strategists during motorsport events.
Location: Salisbury, North Carolina, United States. Occasional weekend race-event support and travel to races and TRD facilities in California may be required.
Company
develops automotive engineering and mobility solutions, with Racing Development focused on motorsports engineering and racetrack performance.
What you will do
- Develop and maintain predictive models for real-time race strategy decisions.
- Implement cloud-based Monte Carlo simulations to evaluate strategy risk and reward.
- Analyze historical race data to improve model fidelity and predictive accuracy.
- Collaborate with race strategists and engineers to summarize and visualize model outputs before, during, and after events.
- Research and integrate machine learning, predictive modeling, and probabilistic programming methods.
- Communicate data-driven insights and risk assessments to support real-time decision-making.
Requirements
- Bachelor’s degree in Engineering, Statistics, Data Science, or a related field.
- 3+ years of experience in professional motorsports and a strong understanding of race strategy fundamentals.
- Experience using predictive modeling and data analytics for race strategy decisions.
- Proficiency in Rust, Python, C++, MATLAB, or similar programming languages.
- Experience with probabilistic programming and machine learning frameworks such as PyTorch, PyMC, or TensorFlow.
- Employment-based visa or other work authorization sponsorship is not available for this position.
Nice to have
- Familiarity with AI/ML modeling techniques applied to motorsports.
- Understanding of race-car vehicle dynamics and tire modeling.
- Experience developing or using strategy tools in NASCAR.
Culture & Benefits
- Team-oriented, flexible, and respectful work environment.
- Professional development programs and tuition reimbursement.
- Vehicle purchase and lease programs, comprehensive healthcare, and wellness plans.
- 401(k) plan with company matching and an annual retirement contribution.
- Paid holidays, paid time off, flexible spending accounts, and applicable relocation assistance.
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