Intern, Software Developer

Overview

Implement ML-driven MCP server/client infrastructure and data pipelines at Autodesk

Key Responsibilities

• ml scaling
• model deployment
• model monitoring
• data pipelines
• data quality
• team collaboration

Tasks

-Research, implement and document best practices for scaling our ML capabilities -Verify, Deploy and monitor trained machine learning models and solutions -Build new pipelines for efficient data processing and verifying data quality -Collaborate with the team to reach better solutions, and to position our team at the cutting edge of technology and ML practices -Collaborer avec l'équipe pour trouver de meilleures solutions et positionner notre équipe à la pointe de la technologie et des pratiques d'apprentissage automatique -Vérifier, déployer et surveiller les modèles et solutions d'apprentissage automatique formés

Requirements

• git
• aws
• llm
• python
• machine learning
• degree

What You Bring

-Bonne connaissance du contrôle de version (Git), des bases des tests et des modèles de services RESTful ou événementiels -Exposure to AWS or similar cloud platforms -Connaissance de la conception expérimentale et de l'analyse des résultats -Connaissance d'AWS ou de plateformes cloud similaires -Familiarity with version control (Git), testing basics, and RESTful or event-driven service patterns -Bonne connaissance des LLM, en particulier dans le contexte des systèmes de dialogue interactifs et des chatbots (RAG, IA générative, agents conversationnels) -Knowledge of experimental design and analysis of results -Construire de nouveaux pipelines pour un traitement efficace des données et la vérification de leur qualité -Expérience préalable dans l'application d'outils basés sur l'apprentissage automatique ou les LLM à des processus existants -Maîtrise d'au moins un langage de programmation tel que Java, Python ou Go -Proficiency in at least one programming language such as Java, Python, or Go. -Rechercher, mettre en œuvre et documenter les meilleures pratiques pour faire évoluer nos capacités en matière d'apprentissage automatique -Prior experience applying Machine Learning or LLM-based tools to existing processes -Must be currently enrolled in a full-time, degree seeking program with an expected graduation date in 2027, with a focus in Computer Science, Statistic, or related fields -Familiarity with LLMs, especially in the context of interactive dialog systems and chatbots (RAG, Generative AI, Conversational Agents)

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About Autodesk

-Pioneered software for 2D and 3D design, revolutionizing industries. -Known for products like AutoCAD, it reshaped architecture, engineering, and manufacturing workflows. -Empowering creators in fields from construction to digital media, enabling more innovative designs. -Develops tools used in iconic projects, from skyscrapers to blockbuster movies. -Pushes the boundaries of design technology, leading the way in artificial intelligence and automation. -Software is a cornerstone in diverse sectors, from industrial to infrastructure, energy, and entertainment. -Cloud-based solutions streamline design processes and foster real-time collaboration across industries. -A leader in 3D design software, with solutions powering projects in every corner of the globe. -Committed to shaping the future of digital design, bringing complex visions to life.

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