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Machine Learning Specialist
2 months ago
About Autodesk
Autodesk is a leading software company dedicated to empowering innovators across diverse industries. We provide cutting-edge solutions that enable individuals and organizations to bring their creative visions to life.
Role: Machine Learning Engineer
We are seeking a talented Machine Learning Engineer to join our dynamic Media and Entertainment team. In this role, you will contribute to the advancement of media technology by applying your expertise in machine learning algorithms and tools.
Responsibilities:
- Collaborate with research teams to develop experimental pipelines and prototypes for innovative applications within the media landscape.
- Manage and optimize data processing workflows at scale, ensuring efficient handling of large datasets.
- Analyze model performance, identify areas for improvement, and implement strategies to mitigate errors and enhance accuracy.
- Design, develop, and integrate novel machine learning models and AI techniques into our software products.
- Conduct rigorous model training and hyperparameter tuning to achieve optimal results.
- Work closely with development teams to seamlessly integrate AI solutions into existing software applications.
Qualifications:
- Proven experience (3+ years) applying machine learning algorithms to solve real-world business challenges.
- Strong foundation in core computer science algorithms and data structures.
- Proficiency in data modeling, architecture design, coding (Python and/or C++), and deep learning frameworks such as TensorFlow or PyTorch.
- Bachelor's degree in Computer Science, Mathematics, Physics, or a related field.
Preferred Qualifications:
- Background in visual effects (VFX) or game production.
- Knowledge of statistical methods for machine learning.
- Expertise in deep learning techniques and diffusion models.
- Advanced degree (PhD or MSc.) in Artificial Intelligence, Machine Learning, or a related field.
- Experience with emerging concepts and trends in the field of machine learning.