AI Research Scientist

Autodesk; San Francisco (CA); On-site; USD 120,000 - 180,000; Full time

Job summary

Join a forward-thinking company as an AI Research Scientist, where you will engage in groundbreaking research that shapes the future of design and technology. Collaborate with a diverse team of experts in AI, machine learning, and computer vision, contributing to innovative projects across various domains. Your work will not only push the boundaries of AI but also have a tangible impact on how industries like architecture and manufacturing evolve. With opportunities for publication and collaboration with leading academic institutions, this role promises to be both challenging and rewarding. If you're passionate about using AI to create a better world, this is the perfect opportunity for you.

Qualifications

• Master's or PhD in Computer Science, Mathematics, or related fields.
• 5+ years of work experience in AI/ML with a publication track record.

Responsibilities

• Develop new ML models and AI techniques within a global team.
• Publish research papers and present at top-tier conferences.

Skills

Artificial Intelligence

Deep Learning

Machine Learning

Computer Vision

Natural Language Processing

Python

C++

Statistical Methods

Generative AI

Reinforcement Learning

Education

Master's or PhD in AI/ML related field

Publication track record in ML conferences

Tools

PyTorch

TensorFlow

JAX

Job description

As an AI Research Scientist at Autodesk Research, you will be doing fundamental and applied research that will help our customers imagine, design, and make a better world. We are a team of scientists, researchers, engineers, and designers working together on projects that range from learning-based design systems, computer vision, graphics, robotics, human-computer interaction, sustainability, simulation, manufacturing, architectural design and construction.

As a member of the AI Lab in Autodesk Research you will be an expert in research areas such as artificial intelligence, deep learning, generative AI, machine learning, computer vision, reinforcement learning, information retrieval, and natural language processing.

Autodesk's AI Lab is active in the wider research community, targeting publications at CVPR, NeurIPS, ICML, ICLR, SIGGRAPH, and other top-tier conferences. We collaborate with top academic & industry labs, combining the best of an academic environment with product-guided research. We are a global team, located in London, San Francisco, Toronto, and remotely.

The role will report to a Manager of Research Science in the AI Lab

Location : London, United Kingdom, Germany, or Italy

Responsibilities

Develop new ML models and AI techniques

Lead on research projects within a global team

Review relevant AI / ML literature to identify emerging methods, technologies, and best practices

Work towards long-term research goals, while identifying intermediate milestones

Build relationships and collaborate with academics and institutions

Explore new data sources and discover techniques for best leveraging data

Publish papers; attend and speak at conferences

You will be strategically about research directions

Minimum Qualifications

A Master's or PhD in a field related to AI / ML such as : Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture or related disciplines

Publication track record in machine learning conferences and / or journals

Significant post-graduate research experience, or 5 or greater years of work experience (actual job title / position will be commensurate to experience)

Good background in statistical methods for Machine Learning (e.g. Bayesian methods, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.)

Familiarity with Deep Learning techniques (e.g. Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies, etc.)

Familiarity with PyTorch, TensorFlow, JAX or similar frameworks

Strong coding abilities in Python and / or C++

Preferred Qualifications

2D & 3D Generative AI

LLMs and Natural Language Processing

Computational geometry and geometric methods (e.g. shape analysis, topology, differential geometry, discrete geometry, functional mapping, geometric deep learning, graph neural networks)

Multi-modal deep learning and / or information retrieval

Architecture, Construction, Manufacturing, Media & Entertainment or other Autodesk domains

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Ai Research Scientist • San Francisco, CA, USA