Job Requisition ID #
Position overview
We build AI-driven software that helps water and AEC customers make real-time operational decisions — forecasting, overflow prevention, simulation support, and automation. You’ll work on production ML systems and backend services that integrate with product data via modern APIs and the Model Context Protocol (MCP). This role blends machine learning, LLM features, agentic workflows (including agentic code generation), and software engineering to deliver reliable, scalable SaaS functionality. Candidates are expected to keep current with modern applied AI techniques.
Responsibilities
Implement, integrate, and optimize ML systems for forecasting, anomaly detection, simulation surrogates, and decision support.
Build production inference pipelines, APIs, and services
Design LLM applications (RAG, tool-calling, contextual Q&A) and agentic workflows that orchestrate multi-step tasks — including agentic code generation to automate model-driven actions.
Implement MCP routes, schemas, and integrations to connect models with structured product data and tools.
Ensure reliability with CI/CD, unit/integration/performance testing, observability, and monitoring (model drift, metrics, logs).
Collaborate with platform/cloud teams to deploy models and troubleshoot integrations.
Stay current with state-of-the-art AI applications and contribute improvements to models, tooling, and AI engineering practices.
Minimum Qualifications
Bachelor’s or Master’s in CS/Engineering/Data Science or equivalent experience.
5+ years combining software development and AI/ML for production systems.
Experience with ML libraries such as scikit-learn, PyTorch, Ray.
Experience building with APIs, services, containers, CI/CD.
Familiarity with time-series/sensor/simulation data and basic cloud platform services
Good teamwork, independent learning
Preferred Qualifications
Data modeling, optimization, RL, numerical simulation
Practical LLM-application experience, vector search, RAG, MCP
Development of multi-tenant SaaS ML systems
AEC or civil industry experience or background
Learn More
About Autodesk
Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.
We take great pride in our culture here at Autodesk – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!
Salary transparency
Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.Diversity & Belonging
We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
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