💼 About This Role

You'll lead matching and AI agent systems at Bumble, defining architecture for recommendation, retrieval, ranking, and agentic AI that shapes user experience. Your core impact is turning advances in AI into reliable, low-latency production systems that help people build meaningful connections.

🎯 What You'll Do

• Lead architecture for matching and AI agent systems
• Design high-scale production services for retrieval and ranking
• Drive evolution of matching architecture with ML and real-time signals
• Partner with ML engineers to productionize models for inference

📋 Requirements

• 12+ years building large-scale distributed systems
• Experience with production recommendation or matching systems
• Expertise integrating machine learning models into real-time products
• Proven ability to influence technical strategy across teams

✨ Nice to Have

• Experience with LLM/agent-based architectures
• Background in consumer-facing marketplace products
• Commitment to responsible AI practices