Principal Embedded Engineer, AI Solutions

Position overview

Workflow discovery and delivery

• Translate customer transformation objectives, operational KPIs, sustainability commitments, and digital initiatives into measurable AI-enabled workflow outcomes.
• Identify high-value workflows, decision bottlenecks, data requirements, and integration opportunities with customer teams.
• Analyze Autodesk and non-Autodesk workflows to find friction, inefficiency, data gaps, and useful AI opportunities.
• Own technical execution from rapid prototype through architecture, implementation, integration, testing, governance, deployment guidance, and adoption.
• Make explicit scope, speed, and durability trade-offs and explain decisions to stakeholders.

Data and context readiness

• Assess data sources, ownership, quality, lineage, metadata, governance, permissions, and integration constraints for trusted AI workflows.
• Structure design, project, product, and asset data and related requirements, evidence, approvals, decisions, and dependencies into AI-ready models.
• Design ontologies, semantic layers, and knowledge graphs, including entity resolution, schema mapping, and enterprise permission models.

Production AI engineering

• Build production-grade AI workflows, agents, applications, and integrations linking Autodesk products and platforms with enterprise technology environments.
• Build hybrid search, graph-grounded retrieval, tool interfaces, and MCP servers that provide agents with governed enterprise context.
• Create evaluation harnesses, golden datasets, guardrails, tracing, and observability to test agent behavior and monitor quality and drift.
• Apply strong practices for architecture, code quality, security, permissions, reliability, observability, testing, performance, and maintainability.

Candidate profile

• Strong software and AI engineering skills.
• Customer empathy, business judgment, and curiosity, with the ability to operate independently when problems are not yet well defined.
• Ability to travel up to 75% during active engagements, including extended onsite work with customers.