1 день назад
Sr. Manager, Yield Management - GTM Advanced Analytics (AI/ML)
141 700 - 268 300$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Sr. Manager, Yield Management - GTM Advanced Analytics (AI/ML): Leading the development and deployment of production-grade AI/ML solutions for yield management with an accent on demand forecasting, segmentation, sensitivity analysis, and optimization algorithms. Focus on building Agentic AI workflow automation, establishing MLOps governance, and guiding data scientists and AI/ML engineers in delivering measurable business impact.
Location: Dearborn, Michigan, United States; hybrid work, with candidates within commuting distance of a hub potentially required to work onsite four or more days per week. Candidates must be legally authorized to work in the United States.
Salary: $141,700–$268,300 annually.
Company
is an established automotive company developing vehicles and transportation solutions.
What you will do
- Lead the design, validation, deployment, monitoring, and continuous improvement of production-grade AI/ML solutions for yield management.
- Develop and optimize demand-sensing algorithms supporting sales and operations planning and yield management.
- Drive the AI/ML roadmap, including Agentic AI use cases for workflow automation and rapid prototyping of new applications.
- Establish MLOps practices, model governance, version control, documentation, retraining processes, and responsible AI standards.
- Oversee data sourcing, cleaning, preprocessing, and the quality of data pipelines used by AI/ML models.
- Align technical initiatives with Sales, Marketing, Finance, and IT while mentoring data scientists and AI/ML engineers.
Requirements
- Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, Statistics, or a closely related quantitative field.
- 10+ years of progressive experience in AI/ML engineering or data science, including 3–5 years directly leading and managing technical teams.
- Experience building and deploying production-grade predictive models, time-series forecasting, optimization algorithms, and Agentic AI solutions.
- Advanced proficiency in Python and core ML libraries such as PyTorch, TensorFlow, and scikit-learn, plus strong SQL skills.
- Experience deploying and managing AI/ML workloads on AWS, Azure, or GCP using MLOps tools, and developing user-facing model applications or dashboards.
- Visa sponsorship is not available; legal authorization to work in the United States is required.
Nice to have
- Ph.D. in a relevant quantitative or computer science field.
- Management consulting experience or experience delivering strategic projects with third-party consulting teams.
- Yield management, revenue management, supply chain, or S&OP experience in automotive, manufacturing, or related industries.
- Experience with Docker, Kubernetes, or Spark for large-scale data and model training.
Culture & Benefits
- Medical, dental, vision, prescription drug, mental health, and wellness coverage.
- Paid parental leave, family care days, fertility, adoption, surrogacy, and backup childcare benefits.
- Paid time off, additional vacation purchase options, and generous paid holidays.
- Vehicle discount programs, management leases, tuition assistance, retirement contributions, and financial planning tools.
- Employee resource groups and paid time off for individual and team community service.
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