Sr. Manager, Yield Management - GTM Advanced Analytics
Core
Lead strategic development and deployment of AI/ML solutions for yield management, focusing on predictive demand forecasting, dynamic segmentation, and optimization algorithms to drive business impact.
Role type
Senior Manager, AI/ML Engineering & Strategy
Builds
Production-grade AI/ML solutions for demand sensing, S&OP, and yield optimization
Domain
Automotive, Yield Management, AI/ML
Deliverable
production ML models
Required skills
AI/ML engineering, predictive modeling, time-series forecasting, optimization algorithms, Agentic AI, Python, PyTorch, TensorFlow, scikit-learn, SQL, MLOps, cloud platforms (AWS/Azure/GCP), data pipeline management
Preferred skills
Ph.D. in CS/AI/ML, management consulting experience, Yield/Revenue/Supply Chain domain expertise, Docker, Kubernetes, Spark
Technologies
PyTorch, TensorFlow, scikit-learn, AWS, Azure, GCP, Streamlit, Dash, Flask, Django, Docker, Kubernetes, Spark
Responsibilities
Lead end-to-end lifecycle of AI/ML solutions (design, validation, deployment, monitoring), develop demand sensing algorithms for S&OP, drive AI/ML roadmap and rapid prototyping, establish MLOps practices and model governance, oversee data quality pipelines, align technical initiatives with business strategy, mentor data scientists and engineers
Seniority
Senior Manager, hands-on technical leadership
