Machine Learning Innovator
4 days ago
About Adobe
At Adobe, we're passionate about empowering people to create beautiful and powerful digital experiences. We're a company that's all about innovation, creativity, and pushing the boundaries of what's possible. We're looking for talented Machine Learning Engineers to join our team and help us continue to revolutionize the way people interact with our products.
The Opportunity
We're seeking a skilled Machine Learning Engineer to join our dynamic and innovative team. The ideal candidate will have a strong background in machine learning, experience with innovative ML projects, and preferably a background in startup environments. A deep understanding of Diffusion models, and hands-on experience with PyTorch Lightning, are useful.
What You'll Do
- Design, develop, and implement sophisticated machine learning models to tackle complex problems.
- Work on Diffusion models to improve Adobe's product offerings.
- Collaborate with cross-functional teams to integrate machine learning solutions into production systems.
- Optimize machine learning models for performance using PyTorch Lightning.
- Conduct research to stay updated with the latest machine learning and AI advancements.
- Analyze and interpret large datasets to extract significant insights.
- Document and present findings and solutions to technical and non-technical collaborators.
What You Need to Succeed
- Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or a related field.
- Prior experience in computer vision or audio is a must.
- Experience in developing and deploying machine learning models.
- A good understanding of Diffusion models.
- Hands-on experience with PyTorch Lightning.
- Proficiency in Python and machine learning libraries such as TensorFlow, Keras, or similar.
- Having publications at top-tier peer-reviewed conferences or journals is a plus.
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