Senior Principal Data Scientist, AEC

🔥 16 horas atrás

🗣️🇺🇸🇬🇧 Inglês obrigatório

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Autodesk

10.000+ funcionários

Fundada em 1982

📱 Mídia

Architecture • Engineering • Media

A Autodesk é líder global em software para designers, engenheiros, construtores e criadores. A empresa oferece um portfólio abrangente de aplicativos de design e engenharia, incluindo produtos populares como AutoCAD, Revit e 3ds Max. Por meio de sua plataforma Design and Make, a Autodesk capacita profissionais de diversos setores a projetar, visualizar e gerenciar projetos com eficiência, fomentando a inovação e a sustentabilidade em arquitetura, engenharia, construção e manufatura.

Descrição

• Design and implement predictive models to analyze and anticipate user behavior • Define and establish data instrumentation, telemetry, and observability standards • Develop frameworks and prototypes for analyzing and optimizing user experiences driven by AI agents • Collaborate with product and engineering teams • Create analytical models and reporting frameworks • Guide experimentation strategies, including A/B testing • Provide technical leadership and recommendations on data architecture and system scalability • Translate ambiguous product questions into structured analytical programs.

🎯 Requisitos

• 10+ years in data science or applied ML • significant time in product analytics or user behavior modeling • demonstrated ability to conduct applied research • stay at the forefront of emerging AI technologies (LLMs, agentic systems, MCP, tool-use frameworks, RAG architectures) • familiarity with modern AI evaluation approaches for AI-powered and agentic systems • deep experience with predictive modeling — classification, survival analysis, sequence models, or LTV/propensity frameworks • fluency in designing instrumentation and event schemas for complex, stateful systems • demonstrated ability to define metrics and measurement frameworks for new product spaces • experience working on or adjacent to AI/ML-powered products • strong communicator who can translate modeling work into product and business language at the executive level.

🏖️ Benefícios

• annual cash bonuses • commissions for sales roles • stock grants • comprehensive benefits package

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