PhD Intern, AI Research - Datasets & Benchmarks

Overview

PhD intern developing AI datasets, benchmarks, and human experiments for Autodesk.

Key Responsibilities

• research papers
• data pipelines
• code development
• experiment analysis
• data curation
• human experiments

Tasks

-Co-write original research papers. -Develop and deploy scalable data collection techniques and pipelines for machine learning. -Write robust, testable code that is well-documented and easy to understand. -Conduct and analyze experiments on data to provide insights to other researchers and leadership. -Organize and curate large, unstructured, disparate multi-modal (text, images, 3D models, code snippets, metadata) data sources into a unified format suitable for machine learning. -Design and run human experiments related to AI tool use for design.

Requirements

• machine learning
• phd
• cad
• 3d geometry
• publications
• communication

What You Bring

-Excellent software engineering skills, including Machine Learning. -Experience with collecting human data for training and evaluating ML models. -Excellent communication skills to document code, produce visualizations, and present findings from experiments. -Demonstrates curiosity, creativity, and self-motivation, with a collaborative mindset and the flexibility to adapt to new challenges and evolving research directions. -Strong publication record related to HCI, AI datasets and benchmarks, or ML. -Strong data modeling, architecture, and processing skills with varied data representations including 2D and 3D geometry. -Current PhD Student in HCI, Cognitive Science, Machine Learning, Computer Science, or a related discipline. -Own research projects at the intersection of AI dataset curation, ML benchmarking, and HCI. -Familiarity with the latest developments in ML models, datasets, training pipelines, and benchmarks, and the ability to translate new research into practical tools and workflows. -Experience with computational geometry, CAD data, and 3D formats such as meshes, boundary representations (BReps), or implicit representations.

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Benefits

-$118,560 and $162,240 (PhD students) -$47,840 and $95,680 (undergraduate students) -$72,800 and $118,500 (Masters/MBA students)

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.

Sector Specialisms