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VP, Revenue Applied AI & Data
Lumen Dynamics · Remote · Posted 1d ago
About the role
About Lumen Dynamics: At Lumen Dynamics, we are transforming the way people work, everywhere. As the global standard for process intelligence and automation, we're trusted by over 10,000 public and private sector organizations across 90 countries. Our customers, from industry giants like Amazon, Coca-Cola, and Microsoft, rely on the Lumen Dynamics Platform to accelerate their digital transformation journeys by managing, automating, and optimizing business processes quickly and efficiently. We improve their lives through the technology we build. We are committed to fostering a workplace that supports amazing people in doing their very best work every day. Collaboration is constant, our workplace is fun, the environment is fast-paced, and we value our people’s curiosity, ideas, and enthusiasm. Driven by passion and accountability, we take initiative, measure progress, and deliver results. Our culture fosters innovation and problem-solving, fueled by curiosity and a commitment to thinking big. Together, we move with agility, prioritize customer needs, and build unity through empathy, leaving a positive impact wherever we go. About the role: The VP, Revenue Applied AI & Data leads the strategy, architecture, and hands-on execution of AI-driven solutions across the Revenue organization. This role owns the end-to-end applied AI function for Revenue — spanning use-case identification, solution architecture, data foundations, model development, vendor strategy, and budget — and is accountable for delivering scalable, production-ready AI capabilities that drive measurable business outcomes. Operating with a lean, production-first delivery model, the VP both sets direction and personal builds, ensuring AI moves from concept to deployed, monitored, value-generating systems embedded in everyday Revenue workflows. Your contribution will be: • Architect, build, and deploy production-grade AI agents and LLMpowered solutions embedded within daily internal Revenue workflows. • Evaluate and execute build vs. buy vs. platform decisions — leveraging Lumen Dynamics Automation CE and K2 where appropriate, partnering with Product and Engineering on shared infrastructure, and developing custom agentic systems using Claude and other foundation models for unique internal needs. • Own the AI function’s budget, vendor relationships, and technical roadmap for internal applications. • Define, track, and report key performance indicators (KPIs) that link AI investments to measurable outcomes in efficiency, revenue generation, and cost optimization; present progress to leadership on a monthly basis. • Establish clear release standards for AI initiatives, ensuring each deployment has defined outcomes, an accountable workflow owner, and production monitoring in place. • Communicate Revenue AI strategy, investment rationale, and return on investment (ROI) to executive leadership — including the CEO, CFO, and Board — translating technical concepts into audience-appropriate insights. • Design and deploy AI-driven automation across the full customer lifecycle, including pipeline qualification, proposal generation, onboarding, QBR preparation, renewal forecasting, and customer health scoring. • Lead the automation of finance workflows, including reporting, variance analysis, contract analysis, audit preparation, and spend optimization. • Identify and eliminate manual, high-friction operational processes across the organization; enable scalable adoption through self-service AI tools for business teams. • Own and evolve the data engineering foundation, including data pipelines, warehouse architecture, data quality standards, and governed access layers. • Develop and operationalize proprietary models trained on Lumen Dynamics data (customer, product usage, and operational data) to improve retention, expansion forecasting, and business visibility. • Establish and enforce governance frameworks for responsible, reliable, and scalable AI deployment, including model evaluation, monitoring, and data privacy and security standards. • Operate with a lean, outcome-focused delivery model, driving measurable impact through cross-functional partnerships with business and technical teams. • Define and evolve the organizational structure and reporting model for the AI function in partnership with leadership, aligning resources to areas of highest leverage. • Set and reinforce a high-performance culture emphasizing rapid iteration, production-first delivery, and clear ownership with defined timelines for all initiatives. To be successful, we think you need: Education • Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field (or equivalent practical experience). Years of Experience • 12+ years building and deploying applied AI, machine learning, or data engineering systems in production environments, with 5+ years leading high-performing technical teams or functions. Preferred Qualifications: • Advanced degree (MS or PhD) in Computer Science, Machine Learning, Data Science,
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