Senior Principal Responsible AI Research Scientist

Overview

Research safe, reliable, and trustworthy AI systems for Autodesk's products.

Key Responsibilities

• collaboration
• literature review
• model development
• ai research
• data exploration
• publishing

Tasks

-Build collaborations with academics, institutions, and industry partners in the field of responsible and safe AI -Collaborate with cross-functional teams and stakeholders to integrate responsible AI practices into Autodesk products and services -Contribute to the strategic thinking on research directions that align with Autodesk’s commitment to safe and responsible AI development -Review and synthesize relevant literature on AI safety, reliability, and responsibility to identify emerging methods, technologies, and best practices -Work towards long-term research goals in AI safety and responsibility while identifying intermediate milestones -Publish papers and present at conferences on topics related to responsible, safe, and reliable AI -Develop new ML models and AI techniques with a strong emphasis on safety, reliability, and responsible implementation -Conduct original research on responsible, safe, reliable, robust, and trustworthy AI -Explore new data sources and discover techniques for leveraging data in a responsible and reliable manner

Requirements

• python
• pytorch
• generative ai
• ai safety
• phd
• collaboration

What You Bring

-Demonstrated ability to work collaboratively in cross-functional teams and communicate complex ideas to both technical and non-technical stakeholders -Experience in developing or implementing AI safety measures, such as robustness to distribution shift, uncertainty quantification, or AI alignment techniques -Extensive knowledge and hands-on experience with generative AI, including Large Language Models (LLMs), diffusion models, and multi-modal models such as Vision-Language Models (VLMs) -Excellent coding skills in Python, with experience in PyTorch, TensorFlow, or JAX -Strong publication track record in responsible AI, safe AI, reliable AI, robust AI, or similar domains in top-tier conferences and/or journals -Strong foundation in machine learning and deep learning fundamentals -Familiarity with AI governance frameworks and regulatory landscapes -Knowledge of fairness, accountability, transparency, and safety in AI systems -Experience in applying responsible AI principles to real-world problems and products -PhD in Computer Science, AI/ML, or a related field with a focus on responsible, safe, and reliable AI -Track record of contributing to open-source projects related to responsible AI or AI safety -Experience with 3D machine learning techniques and their applications in design, engineering, or manufacturing

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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.

Sector Specialisms