Predictive Insights Specialist
Autodesk5 LocationsPosted 28 April 2026
Job Description
Job Requisition ID #
26WD97494
Predictive Insights Specialist
Role Overview
We are building a flexible, high-leverage team responsible for detecting customer issues earlier and enabling the organization to act before they escalate.
As a Predictive Insights Specialist, you will:
Synthesize signals across systems that are currently analyzed in isolation — connecting support data, telemetry, community signals, and field observations into a unified intelligence picture
Identify emerging issues and systemic risk before they become visible through case volume or escalation
Build scalable intelligence capabilities that improve proactive support across the organization
This team operates as a horizontal intelligence layer within the Predictive Support pillar, partnering closely with Diagnostics, Customer Reliability, and Technical Account Management (TAM) to improve how the organization anticipates and responds to customer needs.
What You'll Do
Detect emerging issues early
Identify patterns across support data, telemetry, knowledge base usage, and TAM signals — surfacing issues before they become visible through any single source
Use AI to extend your impact
Use AI to accelerate analysis, automate detection, and build lightweight systems and prototypes
Turn signals into understanding
Translate cross-system data into clear, actionable intelligence that defines what is happening, why it matters, and what should be done
Build scalable capabilities
Create repeatable systems for detection, classification, and monitoring — replacing recurring manual analysis
Enable cross-pillar outcomes
Develop intelligence that enables Customer Reliability teams to act on emerging issues, TAM to guide customers proactively, and Diagnostics to investigate root causes faster
Contribute to system-level solutions
Help design and evolve systems (e.g., CIRCL, Support MCP) that connect customer signals with product and support workflows at scale
How We Work
Outcome-driven — every initiative is tied to clear, measurable outcomes with accountability to partner teams
Capability-first — we build reusable systems, not stakeholder-specific one-offs
Shared success — we work as a team to ensure outcomes are connected and delivered across the system
Connected work — we ensure our work integrates with and amplifies other efforts across the system, not just local outputs
What We're Looking For
Strong analytical thinker who can move from data → insight → action with minimal guidance
Active interest in using AI to extend capabilities beyond traditional role boundaries
Comfortable working across data, systems, and ambiguous problem spaces
Demonstrated ability to build, prototype, or create solutions — not just analyze and report
Experience building analytical tools, pipelines, or automations
High ownership mindset — identifies important problems and drives them to measurable outcomes
Learns quickly, adapts, and operates effectively in a collaborative, fast-moving environment without rigid structure
Nice to Have
Experience working across multiple data sources (e.g., support data, CER, KB, forums, telemetry, customer signals)
Proficiency in SQL and at least one scripting or programming language (Python preferred)
Familiarity with AI-assisted workflows or development
What Makes This Role Different
Focus on early detection and prevention, not retrospective reporting
Works across the full portfolio — synthesizing signals across systems and industries rather than within a single domain
Opportunity to build systems and capabilities, not just deliver analysis
Work directly shapes how the organization anticipates and responds to customer issues
Operates in a small, high-impact team where your work drives organizational capability
Emphasis on leverage, ownership, and real outcomes — not activity or output volume
Learn More
About Autodesk
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