Senior Principal Data Scientist, AEC

Autodesk
California, Washington, New York, British Columbia, Ontario
Workplace: RemoteFull timeUSD 159,000 - 285,560 annuallyFunction: Data Science & Machine LearningExperience: 10+ yearsSkills: ["Curiosity","Adaptability","Customer-focused","Technical leadership","Executive communication"]

Build predictive and measurement foundations for a founding agentic product platform, enabling multi-step, personalized work across Autodesk product surfaces. Lead design and implementation of user-behavior models, instrumentation/telemetry standards, and evaluation frameworks for nondeterministic AI agent experiences. Partner with product, engineering, and platform teams to integrate intelligence into agent orchestration, drive experimentation (A/B testing, causal inference), and translate ambiguous product questions into impactful analytical programs.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Autodesk
Autodesk
3 days ago

Senior Principal Data Scientist, AEC

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Build predictive and measurement foundations for a founding agentic product platform, enabling multi-step, personalized work across Autodesk product surfaces. Lead design and implementation of user-behavior models, instrumentation/telemetry standards, and evaluation frameworks for nondeterministic AI agent experiences. Partner with product, engineering, and platform teams to integrate intelligence into agent orchestration, drive experimentation (A/B testing, causal inference), and translate ambiguous product questions into impactful analytical programs.
Location: California, Washington, New York, British Columbia, Ontario
Workplace: Remote
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Design and implement predictive models to analyze and anticipate user behavior, intent, and outcomes across multi-agent workflows.
  • •Define instrumentation, telemetry, and observability standards for agent-based systems and user interactions.
  • •Develop frameworks and prototypes to analyze and optimize nondeterministic user experiences driven by AI agents, including UI aspects.
  • •Collaborate with product and engineering teams to integrate predictive intelligence into agent orchestration and decision-making systems.
  • •Lead measurement, experimentation, and reporting frameworks, including A/B testing, causal inference, and evaluation methods for agent performance.

Pay and Benefits

Salary: USD 159,000 - 285,560 annually
Equity and Bonus:Equity

Key Requirements

  • •10+ years in data science or applied ML, with significant experience in product analytics or user behavior modeling.
  • •Translate emerging AI research into practical product and measurement innovations, including LLMs, agentic systems, MCP, tool-use frameworks, and RAG architectures.
  • •Use modern evaluation methods for AI/agentic systems (offline/online evaluation, LLM-as-a-Judge, human-in-the-loop, and quality measurement).
  • •Deep expertise in predictive modeling (classification, survival analysis, sequence models, LTV/propensity frameworks).
  • •Experience designing instrumentation/event schemas, defining metrics and measurement frameworks, and working with AI/ML-powered products with nondeterministic outputs.
Experience:10+ yearsAI/MLAgentic systemsProduct analyticsUser behavior modeling
Skills:CuriosityAdaptabilityCustomer-focusedTechnical leadershipExecutive communication
Tech Stack:LLMsAgentic systemsMCPTool-use frameworksRAGA/B testingCausal inferenceLLM-as-a-JudgeHuman-in-the-loop evaluationsEvent schemasTelemetryObservability

Company Brief

Autodesk
Provides design and engineering software for architecture, construction, manufacturing, media, and entertainment industries, offering CAD, BIM, and 3D modeling tools to enable product and infrastructure design workflows.
Industry: Enterprise Software
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Rafael, United States
Founded: 1982
Glassdoor
Glassdoor: 3.9
WebsiteLinkedInGlassdoor