Software Developer (Agentic Evaluation)
Autodesk3 LocationsPosted 15 April 2026
Job Description
Job Requisition ID #
26WD96920
Position Overview
As a Software Developer on the Fusion platform services team within
Product Development and Manufacturing Solutions (PDMS), you'll be part of a team
of technologists dedicated to creating cutting-edge AI and gener ative AI solutions that enhance developer productivity and experience. You 'll work closely with AI engineers, software architects, and product engineering teams to build and
rigorously evaluate intelligent agentic systems — including bench marking AI agents against commercial solvers — and develop M CP (Model Context Protocol)-based tooling that integrates seamlessly with IDEs such as VS Code and
Cursor.
Responsibilities
Develop and orchestrate multi-agent AI systems for automated test generation, test execution, and end -to-end development workflow optimization using frameworks like LangGraph, AutoGen, or the Anthropic Agent SDK (Claude Code)
Design and implement agentic workflows that coordinate multiple AI agents to autonomously drive test automation
across UI, API, integration, and system levels, from test case synthesis
to result evaluation, ensuring seamless integration with existing developer tools and MCP-compatible services
Build evaluation frameworks and custom benchmarks for agentic systems, including comparisons of AI agents against commercial solvers, using tools like AgentBench and Langfuse
Evaluate MCP server and
tool performance across agentic pipelines, measuring latency,
accuracy, context fidelity, and end-to-end task completion rates
Minimum Qualifications
BS/MS in Computer Science, Machine Learning, or a related applied AI field
Expertise in Python and ML frameworks (PyTorch, Transformers, scikit-learn)
Experience with Large
Language Models applied to software understanding or test generation
Knowledge of AI evaluation methodologies and
metrics for agentic task completion and test quality
Strong foundation in statistical analysis and experimental design
Experience with developer workflow and productivity
measurement frameworks
Preferred Qualifications
Background in software engineering
or QA with close collaboration with development teams
Familiarity with test automation frameworks (e.g., Playwright, Selenium, Pytest, Appium) and CI/CD pipelines
Experience designing benchmarks that compare AI agents against commercial or domain-specific solvers
Hands-on experience with MCP
(Model Context Protocol), building, evaluating, and optimizing MCP servers and tool integrations within
agentic pipelines
Experience with agentic AI frameworks including LangGraph, AutoGen, or
the Anthropic Agent SDK / Claude Code
Knowledge in vision-language models or multi-modal AI for UI and system-level understanding and evaluation
Experience with Azure AI Foundry/ML or AWS cloud ML
platforms
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Aperçu du poste
En tant que développeur logiciel au sein de l’équipe des services de la plateforme Fusion, dans le groupe Développement de produits et solutions de fabrication (PDMS), vous ferez partie d’une équipe de technologues dédiée à la création de solutions d’IA et d’IA générative de pointe visant à améliorer la productivité et l’expérience des développeurs. Vous collaborerez étroitement avec des ingénieurs en IA, des architectes logiciels et des équipes d’ingénierie produit afin de concevoir et d’évaluer rigoureusement des systèmes intelligents agentiques — notamment en comparant les agents d’IA à des solveurs commerciaux — et de développer des outils basés sur le MCP (Model Context Protocol) qui s’intègrent harmonieusement à des environnements de développement intégrés (IDE) comme VS Code et Cursor.
Responsabilités
Développer et orchestrer des systèmes d’IA multi-agents pour la génération automatisée de tests, l’exécution de tests et l’optimisation des flux de développement de bout en bout, à l’aide de cadres comme LangGraph, AutoGen ou le SDK Agent d’Anthr ... (truncated, view full listing at source)
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