At a Glance
- Tasks: Conduct groundbreaking AI research and develop innovative machine learning models.
- Company: Join Autodesk Research, a leader in AI and design technology.
- Benefits: Competitive salary, flexible work options, and opportunities for professional growth.
- Other info: Be part of a global team with excellent career advancement opportunities.
- Why this job: Make a real-world impact through cutting-edge AI research and collaboration.
- Qualifications: Master’s or PhD in AI/ML-related fields with strong coding skills.
The predicted salary is between 60000 - 80000 £ per year.
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.
Responsibilities
- Explore and develop new ML models and AI techniques
- Lead and collaborate 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
- Think 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
- Reinforcement Learning
- 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
AI Research Scientist employer: Autodesk
At Autodesk, we pride ourselves on being an exceptional employer, offering a dynamic work culture that fosters innovation and collaboration among a diverse team of experts in AI research. Located in the vibrant city of London, our AI Lab provides unique opportunities for professional growth through cutting-edge projects and partnerships with leading academic institutions, ensuring that our employees are at the forefront of technological advancements while contributing to meaningful solutions that shape a better world.
StudySmarter Expert Advice🤫
We think this is how you could land AI Research Scientist
✨Tip Number 1
Network like a pro! Reach out to current or former employees at Autodesk, especially those in the AI Research Team. A friendly chat can give you insider info and maybe even a referral!
✨Tip Number 2
Show off your skills! Prepare a portfolio of your research projects or any relevant work. When you get that interview, having tangible examples will make you stand out from the crowd.
✨Tip Number 3
Stay updated on the latest trends in AI and ML. Follow key conferences like NeurIPS and CVPR, and be ready to discuss recent papers or breakthroughs during your interviews. It shows you're passionate and engaged!
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen by the right people. Plus, it shows you’re genuinely interested in joining the Autodesk family.
We think you need these skills to ace AI Research Scientist
Some tips for your application 🫡
Show Off Your Research Skills:Make sure to highlight your research experience and any publications you've got under your belt. We want to see how you’ve contributed to the AI/ML community, so don’t be shy about sharing your achievements!
Tailor Your Application:Take a moment to customise your application for the AI Research Scientist role. Mention specific projects or techniques that align with what we do at Autodesk Research. This shows us you’re genuinely interested in joining our team!
Be Clear and Concise:When writing your application, keep it clear and to the point. We appreciate well-structured applications that are easy to read. Use bullet points if needed to make your skills and experiences stand out!
Apply Through Our Website:Don’t forget to submit your application through our website! It’s the best way for us to receive your details and ensures you’re considered for the role. Plus, it’s super easy to do!
How to prepare for a job interview at Autodesk
✨Know Your Stuff
Make sure you brush up on the latest trends and breakthroughs in AI and machine learning. Familiarise yourself with key concepts like deep learning, reinforcement learning, and generative AI. Being able to discuss recent papers or projects will show your passion and expertise.
✨Showcase Your Projects
Prepare to talk about your previous research or projects in detail. Highlight your contributions, the challenges you faced, and how you overcame them. This is your chance to demonstrate your problem-solving skills and technical abilities, so make it count!
✨Ask Smart Questions
Interviews are a two-way street! Prepare insightful questions about Autodesk's AI Lab, their current projects, and future directions. This not only shows your interest but also helps you gauge if the company aligns with your career goals.
✨Be Collaborative
Since the role involves working with a global team, emphasise your teamwork and collaboration skills. Share examples of how you've successfully worked with others in research settings, and be ready to discuss how you can contribute to a diverse team environment.
