AI Research Scientist Multimodal

Autodesk; Camden Town; On-site; GBP 80,000 - 100,000; Full time

Job summary

A leading software company in Camden Town is seeking an AI/ML specialist to develop new machine learning models and lead global research initiatives. Candidates should have a Master's or PhD in relevant fields, strong deep learning backgrounds, and proficiency in Python. This position offers a competitive compensation package reflecting the candidate's experience and location, fostering a culture of belonging and innovation.

Benefits

Annual cash bonuses

Stock grants

Comprehensive benefits package

Qualifications

• Master's or PhD in a field related to AI/ML.
• Strong background applying Deep Learning techniques.
• Familiarity with statistical methods for Machine Learning.
• Strong coding abilities in Python.
• Publication track record in machine learning conferences.

Responsibilities

• Develop new ML models and AI techniques.
• Lead on research projects within a global team.
• Review relevant AI/ML literature.

Skills

Deep Learning techniques

Statistical methods for Machine Learning

Python coding

Software development skills

Experience with Transformers and NLP

Education

Master's or PhD in relevant field

Tools

PyTorch

MLOps

Job description

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
• Explore new data sources and discover techniques for best leveraging data

Qualifications

• A Master's or PhD in a field related to AI/ML, such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, or related disciplines
• Strong background applying Deep Learning techniques (including implementing custom architectures, optimizing model performance, developing novel loss functions, metrics, and benchmarks, and deploying production-ready solutions)
• Familiarity in statistical methods for Machine Learning (e.g., Bayesian methods, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.)
• Familiarity with PyTorch, PyTorch Lightning, or similar frameworks
• Strong coding abilities in Python
• Strong Software development skills and familiarity with GPUs, MLOps, Git, High-performance large-scale ML systems and platforms
• Experience with Transformers, LLMs, NLP, Multi-modal Deep Learning, and VLMs/MLLMs
• Publication track record in machine learning conferences and/or journals

Preferred Qualifications

• Significant post-graduate research experience, or five or more years of work experience (actual job title/position will be commensurate with experience)
• Experience with foundation and open-source models, meta/transfer learning, fine-tuning, distillation, multi-task/continual learning, RL, RLxF, and/or image/audio/video/3D generation/understanding
• Experience or familiarity with the 3D Graphics/Animation, Manufacturing, Engineering, Architecture, and/or Construction domain(s)

About Autodesk

Welcome to Autodesk! Amazing things are created every day with our software - from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made. We take great pride in our culture here at Autodesk - it's at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world. When you're an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!

Salary is one part of Autodesk's competitive compensation package. Offers are based on the candidate's experience and geographic location. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.

Diversity & Belonging

We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging

Existing Contractors or Consultants?

Are you an existing contractor or consultant with Autodesk?