At a Glance
- Tasks: Build innovative machine learning pipelines and collaborate on exciting projects in media and entertainment.
- Company: Join Autodesk, a leader in design software for creators worldwide.
- Benefits: Competitive salary, flexible work options, and opportunities for professional growth.
- Other info: Dynamic international team with a focus on creativity and innovation.
- Why this job: Shape the future of technology while working with cutting-edge AI and machine learning.
- Qualifications: Bachelor's degree in AI/machine learning and 3 years of pipeline development experience.
The predicted salary is between 135000 - 165000 $ per year.
Autodesk designs software for creators. If you've ever driven a high-performance car, looked at a towering skyscraper, used a smartphone, or seen a great sci-fi movie, chances are you've admired what millions of Autodesk customers are designing with the help of our software.
Autodesk's Media and Entertainment Emerging Technologies team is recruiting for a Machine Learning Engineer to work on innovative projects that help our customers imagine, design and create a world best. You will report to our Director of Research, and you will help us implement and improve machine learning models while applying AI research best practices. You will apply XML methodologies and tools to a wide range of data and use cases, and help shape the future of media and entertainment technologies.
Responsibilities
- Support research by building pipelines and experimental prototypes
- Support large-scale data processing and preparation
- Analyze model errors and design strategies to mitigate issues
- Implement and improve new machine learning models and AI-related techniques
- Work collaboratively on research projects within an international team
- Conduct training on models and hyperparameter tuning
- Collaborate with our advanced engineering team to implement artificial intelligence solutions
Minimum requirements
- Bachelor's degree in a discipline associated with AI/machine learning, such as computer science, mathematics, statistics, physics (or similar field)
- At least 3 years of experience as a pipeline developer for VFX or game production (application of machine learning techniques)
- Understanding of fundamental computer algorithms and their scaling behaviors
- Skilled in data modeling, data architecture and network architectures, process automation, batch processing, artifact verification scoring, resilience management
- Coding skills in Python and/or C++
- Experience with TensorFlow, PyTorch (or other standard deep learning frameworks)
- Documentation skills for code and software architecture
- Autonomy and ability to find solutions and solve problems independently
- Comfort with ambiguity and ability to learn and adapt in newly formed areas
- Proven skills in visual presentation of information
Desired skills
- We value experience in one or more of the following areas:
- Computational geometry and geometric methods
- Information on machine learning statistical methods
- Deep learning techniques (network architectures, regularization techniques, learning techniques, objective functions, optimization strategies)
- Delivery models
- Multimodal deep learning or information extraction
- Advanced university degree in a related AI and machine learning field (PhD or MSc)
Machine Learning Engineer in Montréal employer: Autodesk
Autodesk is an exceptional employer that fosters a dynamic and inclusive work culture, offering flexible hybrid or remote work options for the AI Compute Strategy Specialist role. Employees benefit from continuous growth opportunities through collaboration with innovative teams, while contributing to impactful projects in the AI space. With a focus on analytics and financial forecasting, Autodesk empowers its workforce to drive meaningful change in various sectors, making it a rewarding place to advance your career.
