AI Product Leader: Inventory Optimization & ML Allocation

ON.com LLC; Greater London; Hybrid; GBP 120,000 - 180,000; Full time

Job summary

On is seeking a visionary Senior / Lead AI Product Manager to join our Supply Chain Technology team and revolutionize how products get to customers. You will own the algorithmic strategy that decides where inventory goes, guiding the shift from a rules-based system to a fully ML-driven model that can react to market changes in real time.

You will bridge data science, logistics and commercial growth, design ML optimization engines for profitable distribution across global channels, and create

Qualifications

• A Proven Product Leader: 8+ years in Technical Product Management with a strong supply chain and ML background.
• A Systems Thinker with a track record migrating complex systems to ML-driven models.
• Scientifically minded; comfortable with optimization models, probabilistic forecasting, or advanced financial modeling.
• An AI visionary; knowledge of NLP and processing unstructured data to autonomous decision-making workflows.
• Outcome-obsessed; focused on measurable business outcomes and cross-functional leadership.

Responsibilities

• Own the engine: stabilize and evolve inventory allocation into a world-class ML platform.
• Lead the ML transition; collaborate with Supply Chain Ops to enable automated, ML-powered decisions.
• Design brains: build ML optimization engines for profitable distribution across global channels.
• Build the future with AI agents: deploy real-time agents that rebalance inventory from signals.
• Champion true product leadership with a clear, measurable vision across data science and engineering.

Skills

Technical Product Management

Supply Chain Optimization

Machine Learning

Systems Thinking

Optimization Models

Probabilistic Forecasting

Advanced Financial Modeling

NLP

Job description

On is seeking a visionary Senior / Lead AI Product Manager to join our Supply Chain Technology team and revolutionize how products get to customers. You will own the algorithmic strategy that decides where inventory goes, guiding the shift from a rules-based system to a fully ML-driven model that can react to market changes in real time.

You will bridge data science, logistics and commercial growth, design ML optimization engines for profitable distribution across global channels, and create