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salesforce llms rag data lakes churn prediction📋 Description
- Build AI Copilot for Client Portfolio Management to reduce churn and drive upsell.
- Own the Retention & Growth roadmap and AI Copilot product strategy.
- Synthesize client history, market trends, and risk indicators for CPMs.
- Integrate churn health scoring and proactive insights into the Copilot.
- Create automated Portfolio Review summaries and advisory tools.
- Collaborate with data science and CPM teams to scale AI-driven retention.
🎯 Requirements
- 3+ years in Product Management, esp. CS/Account tools or fintech retention.
- AI/ML fluency; solid understanding of LLMs and RAG.
- Experience with CRM data (Salesforce) and data lakes; data-driven mindset.
- Proven ability to define product strategy and roadmaps in growth environments.
- Strong collaboration with data science and CPM teams; stakeholder mgmt.
- Preferably experience with AI-first startups or rapid scale.
🎁 Benefits
- Competitive starting salary with annual discretionary bonus.
- Dedicated mentorship from experienced managers.
- Cutting-edge AI tools and tech.
- Clear accelerated career progression.
- Dynamic and supportive culture.
- Central London office with excellent transport links.
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