4 дня назад
Data Scientist - Optimization (Automotive)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist - Optimization (Automotive): Building and industrializing mathematical optimization solutions for integrated vehicle and parts supply chain transformation with an accent on supply allocation, production planning, logistics, scheduling, routing, and decision automation. Focus on leading multidisciplinary teams, translating complex operational constraints into scalable Gurobi and Python models, and moving optimization products from proof of concept into reliable production.
Location: Based at North American Headquarters in Plano, Texas, United States
Company
is an automotive company developing mobility solutions and transforming vehicle and parts supply chain operations.
What you will do
- Lead the design, development, deployment, and industrialization of mathematical optimization models for vehicle and parts supply chain planning.
- Formulate and operationalize models for demand planning, supply allocation, production, logistics, inventory, scheduling, routing, network design, and ETA improvement using Gurobi and Python.
- Translate business objectives, operational constraints, and process rules into decision variables, objective functions, constraints, and performance measures.
- Partner with business leaders, product owners, architects, engineers, and platform teams to embed optimization services into APIs, workflows, and decision-support products.
- Manage and coach data scientists, optimization engineers, analysts, and technical contributors while establishing modeling, code quality, validation, and operational standards.
- Oversee production readiness, including monitoring, re-optimization, exception handling, release management, scenario planning, explainability, and adoption.
Requirements
- Degree or equivalent professional experience in operations research, industrial engineering, applied mathematics, statistics, computer science, data science, engineering, supply chain management, or a related field.
- Demonstrated experience building and deploying optimization models with Gurobi or comparable solvers.
- Strong Python proficiency and experience with data science and optimization libraries such as pandas, NumPy, SciPy, Pyomo, OR-Tools, or scikit-learn.
- Experience with cloud-based analytics platforms, productionizing advanced analytics solutions, and working with imperfect data and competing operational objectives.
- Experience leading multidisciplinary teams and managing initiatives across scope, value, risk, budget, timelines, and resources.
- Strong communication and Agile/Scrum delivery skills, including backlog refinement, sprint planning, acceptance criteria, demos, and release readiness.
- Must have the right to work in the United States and must not require immigration support or employment-based visa sponsorship now or in the future.
Nice to have
- Automotive industry and vehicle supply chain experience, including planning, allocation, logistics, manufacturing, inventory, scheduling, or transportation.
- Advanced degree in operations research, industrial engineering, applied mathematics, computer science, data science, or a related quantitative discipline.
- Experience with AWS, Azure, GCP, APIs, event-driven optimization, model monitoring, data governance, or knowledge-graph engineering.
- Experience combining optimization with machine learning, simulation, forecasting, reinforcement learning, or agentic AI.
- Experience creating reusable optimization frameworks, solver-tuning playbooks, model libraries, and decision-support products.
Culture & Benefits
- Collaborative work environment focused on teamwork, flexibility, respect, continuous improvement, and fact-based decision-making.
- Professional growth and development programs, including tuition reimbursement.
- Comprehensive healthcare and wellness plans, paid holidays, and paid time off.
- 401(k) savings plan with company match and annual retirement contribution where applicable.
- Vehicle purchase and lease programs, tax-advantaged accounts, family support services, and relocation assistance where applicable.
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