Senior Product Manager, AEC Agentic AI & Personalization.

Position Overview 

Autodesk is transforming how the world designs and builds. We are seeking a visionary Product Manager to lead the development of a platform that enhances our AEC (Architecture, Engineering, and Construction) and Manufacturing software more insightful, predictive, and proactive—helping users achieve their design goals with greater confidence, efficiency, and creativity. 

This role sits at the intersection of product, data, AI, and customer experience. You will be responsible for defining and driving the strategy for Autodesk’s Insights and Personalization Platform, enabling intelligent experiences across products like Revit, Civil 3D, AutoCAD and Fusion. You’ll work closely with customers, data scientists, software developers, and other product leaders to bring advanced LLM and ML capabilities into real-world workflows that matter. 
 

Responsibilities 

• Own the vision and roadmap for the AEC Insights & Personalization Platform, aligning with Autodesk’s broader AEC strategy 

• Define and deliver platform capabilities that power personalized, context-aware, and proactive user experiences across Autodesk AEC products 

• Collaborate with AI/ML teams to integrate large language models and machine learning systems that improve user workflows and provide intelligent guidance 

• Drive customer discovery efforts to deeply understand pain points, workflows, and opportunities to add value through insights and predictions 

• Work closely with engineering to deliver scalable, performant, and user-friendly platform components and services 

• Define success metrics and use data rigorously to evaluate features, iterate on roadmap priorities, and validate hypotheses 

• Advocate for best practices in data analytics, experimentation, and AI-driven product design across the organization
   

Minimum Qualifications 

• 7+ years of product management experience, ideally in enterprise software, data platforms, or AI/ML-powered products 

• Experience in the AEC industry or a strong understanding of design/construction workflows 

• Proven ability to take products from 0→1 by defining vision, building roadmaps, and delivering features 

• Exposure to real-time data systems, event-driven architectures, or AI/ML data pipelines and familiarity with cloud architectures (e.g., AWS/GCP/Azure data services) 

• Demonstrated ability to lead cross-functional teams in delivering data- or AI-powered platform features 

• Familiarity with AI/ML concepts, especially in the context of personalization, recommendations, and predictive analytics 

• Strong analytical skills and a data-driven mindset; comfortable with SQL, dashboards, and working with data scientists 

• Excellent communication skills, with a talent for explaining complex technical topics to diverse stakeholders 

• Proven track record of using data and telemetry to prioritize work, measure impact, and refine product strategy 

• Passion for creating delightful user experiences and solving real-world design and construction challenges 

Preferred Qualifications 

• Experience working with BIM/CAD tools such as Revit, Civil 3D, or AutoCAD 

• Familiarity with LLMs (e.g., GPT, Claude) and how they can be applied in product environments 

• Background in Computer Science and/or Machine Learning 

• Prior experience in a platform product management role or building internal services/APIs used across multiple applications 

• Customer-centric mindset and experience working directly with external stakeholders in co-developing product roadmaps 

• Strong understanding of vector databases, embeddings, and context management frameworks (for example, Model Context Protocol) 

• Experience with natural language processing (NLP) and conversational AI 

• Experience designing or operating autonomous/agentic systems, including prompt routing or multi‑model orchestration frameworks 

• Familiarity with open‑source AI standards and interoperability frameworks that enable multi‑model or multi‑tool ecosystems 

• Experience in CAD, manufacturing, or design-related domains.

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The Ideal Candidate 

• You get stuff done and you simplify what is complex and ambiguous 

• Self-starter who steps up to handle new opportunities and tough challenges with a sense of urgency, high energy, and enthusiasm 

• Courageous and are not afraid to take charge 

• You lead in a way that demonstrates finesse, emotional intelligence, and business savvy 

• Able to quickly understand where bottlenecks exist, how activities and processes are interrelated to each other, and make recommendations that can be realized 

• Know how to influence priorities through data and storytelling 

• Don’t shy away from causes that may face resistance, and you know how to develop a shared vision and understand the value of getting people on board with your ideas 

• Love a dynamic environment with complex and critical priorities 

• Have a strong work ethic, craftsmanship, and quality standards for communications 

• Comfortable in acting with a clear sense of ownership, taking personal responsibility for decisions, actions, and failures 

• Gain the trust and support of others and give credit to others for accomplishments and contributions